{
"cases": [
{
"args": {
"json": "{ \"b\" : 1 , \"a\" : 2 }"
},
"expected": "{\"a\":2,\"b\":1}",
"fn": "tools",
"hand_checked": true,
"name": "T01 keys sorted, whitespace removed"
},
{
"args": {
"json": "{\"z\": {\"y\": [3, {\"x\": null}]}, \"a\": []}"
},
"expected": "{\"a\":[],\"z\":{\"y\":[3,{\"x\":null}]}}",
"fn": "tools",
"hand_checked": true,
"name": "T02 nested objects and arrays"
},
{
"args": {
"json": "[\"e\\u0301\", \"\\u00e9\"]"
},
"expected": "[\"é\",\"é\"]",
"fn": "tools",
"hand_checked": true,
"name": "T03 NFC: a decomposed string equals its composed form"
},
{
"args": {
"json": "[1.0, 1, 1e0, 1.50, 0.001e-2, -0, -0.0, 12.340E+3]"
},
"expected": "[1,1,1,15e-1,1e-5,0,0,1234e1]",
"fn": "tools",
"hand_checked": true,
"name": "T04 decimals: 1.0, 1, 1e0, 1.50, 0.001e-2, -0, -0.0, 12.340E+3"
},
{
"args": {
"json": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "[{\"description\":\"Read a wiki page\",\"name\":\"read_page\",\"parameters\":{\"properties\":{\"title\":{\"type\":\"string\"}},\"required\":[\"title\"],\"type\":\"object\"}},{\"name\":\"push\",\"parameters\":{\"properties\":{\"records\":{\"items\":{\"type\":\"object\"},\"type\":\"array\"}},\"type\":\"object\"}}]",
"fn": "tools",
"hand_checked": false,
"name": "T05 a realistic tool definition list"
},
{
"args": {
"json": "[{\"parameters\":{\"required\":[\"title\"],\"properties\":{\"title\":{\"type\":\"string\"}},\"type\":\"object\"},\"description\":\"Read a wiki page\",\"name\":\"read_page\"},{\"parameters\":{\"type\":\"object\",\"properties\":{\"records\":{\"items\":{\"type\":\"object\"},\"type\":\"array\"}}},\"name\":\"push\"}]"
},
"expected": "[{\"description\":\"Read a wiki page\",\"name\":\"read_page\",\"parameters\":{\"properties\":{\"title\":{\"type\":\"string\"}},\"required\":[\"title\"],\"type\":\"object\"}},{\"name\":\"push\",\"parameters\":{\"properties\":{\"records\":{\"items\":{\"type\":\"object\"},\"type\":\"array\"}},\"type\":\"object\"}}]",
"fn": "tools",
"hand_checked": false,
"name": "T06 the same list with other whitespace and key order canonicalizes alike"
},
{
"args": {
"json": "[1, 2,]"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T07 a trailing comma is refused"
},
{
"args": {
"json": "{\"a\": 1, \"a\": 2}"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T08 a duplicate key is refused"
},
{
"args": {
"json": "{\"\\u00e9\": 1, \"e\\u0301\": 2}"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T09 a duplicate key after NFC is refused"
},
{
"args": {
"json": "[NaN]"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T10 NaN is refused"
},
{
"args": {
"json": "\"\\ud800\""
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T11 a lone surrogate escape is refused"
},
{
"args": {
"json": "\"\\ud83d\\ude00\""
},
"expected": "\"😀\"",
"fn": "tools",
"hand_checked": true,
"name": "T12 a surrogate pair escape gives the astral character raw"
},
{
"args": {
"json": "\"a\tb\""
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T13 a raw control character in a string is refused"
},
{
"args": {
"json": "\"\\b\\f\\n\\r\\t\\/\\\"\\\\\\u0001\\u007f\""
},
"expected": "\"\\b\\f\\n\\r\\t/\\\"\\\\\\u0001\"",
"fn": "tools",
"hand_checked": true,
"name": "T14 escapes: \\b \\f \\n \\r \\t \\/ \\\" \\\\ \\u0001 \\u007f"
},
{
"args": {
"json": "1e12345"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T15 an exponent of five digits is refused"
},
{
"args": {
"json": "1e1234"
},
"expected": "1e1234",
"fn": "tools",
"hand_checked": true,
"name": "T16 an exponent of four digits is kept"
},
{
"args": {
"json": "[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[1]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T17 depth 65 is refused"
},
{
"args": {
"json": "[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[1]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]"
},
"expected": "[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[[1]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]]",
"fn": "tools",
"hand_checked": true,
"name": "T18 depth 64 is kept"
},
{
"args": {
"json": " \t\r\n{ \t\"a\"\r\n:\t[ 1 ,\n2 ] }\n"
},
"expected": "{\"a\":[1,2]}",
"fn": "tools",
"hand_checked": true,
"name": "T19 the four whitespace characters around tokens"
},
{
"args": {
"json": ""
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T20 empty input is refused"
},
{
"args": {
"json": "[1] x"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T21 trailing text is refused"
},
{
"args": {
"json": "01"
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T22 a leading zero is refused"
},
{
"args": {
"json": "[\"x\", -0.5e1, true, false, null]"
},
"expected": "[\"x\",-5,true,false,null]",
"fn": "tools",
"hand_checked": true,
"name": "T23 top-level string, number and literals"
},
{
"args": {
"json": "{\"\\u4e2d\": 1, \"\\u00e9\": 2, \"a\": 3, \"Z\": 4, \"a\\nb\": 5, \"\": 6}"
},
"expected": "{\"\":6,\"Z\":4,\"a\":3,\"a\\nb\":5,\"é\":2,\"中\":1}",
"fn": "tools",
"hand_checked": true,
"name": "T24 key order by code point: Z, a, e-acute, CJK, and a key with an escape"
},
{
"args": {
"json": 12
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T25 not a string is refused"
},
{
"args": {
"json": "1."
},
"expected": "ERROR:tools",
"fn": "tools",
"hand_checked": true,
"name": "T26 a number with a fraction but no digits after the point is refused"
},
{
"args": {
"json": "\"模型\""
},
"expected": "\"模型\"",
"fn": "tools",
"hand_checked": true,
"name": "T27 an unescaped DEL and non-ASCII raw text are kept"
},
{
"args": {
"json": "[123456789012345678901234567890, 0.10000000000000000555]"
},
"expected": "[12345678901234567890123456789e1,10000000000000000555e-20]",
"fn": "tools",
"hand_checked": true,
"name": "T28 a large integer stays exact (no float rounding)"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "f6eaa47303ba98da00c3964bc844e53226f170e4e5b40eeb47ddf3cf2066d394",
"fn": "digest",
"hand_checked": true,
"name": "D01 a digest; recomputed independently below"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "Résumé the work.",
"tools": "[]"
},
"expected": "be87686697e2cef3a13633b2be3697e5d167e71122c8abbaac02bdd38b34712e",
"fn": "digest",
"hand_checked": true,
"name": "D02 the template in NFD gives the same digest as in NFC"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "Résumé the work.",
"tools": "[]"
},
"expected": "be87686697e2cef3a13633b2be3697e5d167e71122c8abbaac02bdd38b34712e",
"fn": "digest",
"hand_checked": true,
"name": "D02b the same template in NFC"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"parameters\":{\"required\":[\"title\"],\"properties\":{\"title\":{\"type\":\"string\"}},\"type\":\"object\"},\"description\":\"Read a wiki page\",\"name\":\"read_page\"},{\"parameters\":{\"type\":\"object\",\"properties\":{\"records\":{\"items\":{\"type\":\"object\"},\"type\":\"array\"}}},\"name\":\"push\"}]"
},
"expected": "f6eaa47303ba98da00c3964bc844e53226f170e4e5b40eeb47ddf3cf2066d394",
"fn": "digest",
"hand_checked": true,
"name": "D03 tool key order and whitespace do not change the digest"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register..",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "b07574cbc1220d294b48541de5141b1db3333f0c69d82fccf53278e92d9fd1a2",
"fn": "digest",
"hand_checked": true,
"name": "D04 one changed character in the template changes the digest"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"Push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "c692a1a400fb3606d723a5477b59eabfe7fd6954bbb4b78ca232130646217dda",
"fn": "digest",
"hand_checked": true,
"name": "D05 one changed character in the tools changes the digest"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789ABCDEF0123456789ABCDEF",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:salt",
"fn": "digest",
"hand_checked": true,
"name": "D06 a salt in upper case is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcde",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:salt",
"fn": "digest",
"hand_checked": true,
"name": "D07 a salt of 31 characters is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef0",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:salt",
"fn": "digest",
"hand_checked": true,
"name": "D08 a salt of 33 characters is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdeg",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:salt",
"fn": "digest",
"hand_checked": true,
"name": "D09 a salt with a non-hex character is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": 123,
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:salt",
"fn": "digest",
"hand_checked": true,
"name": "D10 a salt that is not a string is refused"
},
{
"args": {
"family": "",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:family",
"fn": "digest",
"hand_checked": true,
"name": "D11 an empty family is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[1,"
},
"expected": "ERROR:tools",
"fn": "digest",
"hand_checked": true,
"name": "D12 invalid tools JSON is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "",
"tools": "[]"
},
"expected": "5cf38bd67dbb097369cfebbd63eaaafd1047495c0fdbbf1c93f19081dbeabcc4",
"fn": "digest",
"hand_checked": true,
"name": "D13 an empty template is a digest"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina. \nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "8e4eae2e2f1fb9bb28dc6751926ce4c017ce6d6c3418c6cfc1a3d5b5646b83cf",
"fn": "digest",
"hand_checked": true,
"name": "D14 a whitespace difference in the template changes the digest (no collapsing)"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "0123456789abcdef0123456789abcdef",
"template": null,
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "ERROR:template",
"fn": "digest",
"hand_checked": true,
"name": "D15 a template that is not a string is refused"
},
{
"args": {
"family": "6:CLOSED16:Anthropic/Claude",
"salt": "ffffffffffffffffffffffffffffffff",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "47b57d0f1265ba4e000fb5fef9b474f185f8b6bb4b09040108dc96c603ff2439",
"fn": "digest",
"hand_checked": true,
"name": "D16 another salt gives another digest"
},
{
"args": {
"family": "6:CLOSED12:模型/乙",
"salt": "0123456789abcdef0123456789abcdef",
"template": "你好",
"tools": "{}"
},
"expected": "958f2d7bde8751142a71273c24bd28e9d91f0a2c0c627cb01bb9514370a041ff",
"fn": "digest",
"hand_checked": true,
"name": "D17 a CJK family and template"
},
{
"args": {
"family": "6:CLOSED13:Google/Gemini",
"salt": "0123456789abcdef0123456789abcdef",
"template": "You are a certified agent of The Principia Machina.\nWork the register.",
"tools": "[{\"name\": \"read_page\", \"description\": \"Read a wiki page\", \"parameters\": {\"type\": \"object\", \"properties\": {\"title\": {\"type\": \"string\"}}, \"required\": [\"title\"]}}, {\"name\": \"push\", \"parameters\": {\"type\": \"object\", \"properties\": {\"records\": {\"type\": \"array\", \"items\": {\"type\": \"object\"}}}}}]"
},
"expected": "eff0acebe01c44dd94fae8202120cbe7b22de6f8f54749b4de0f3cba7aca2b18",
"fn": "digest",
"hand_checked": true,
"name": "D18 another family gives another digest"
},
{
"args": {
"map": [
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1-20260601",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "anthropic.claude-fable-5-1-v1:0",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-opus-4-20250514",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Google/Gemini",
"name": "gemini-3-pro",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Meta/Llama-4",
"name": "together/llama-4-70b-fp8",
"open": true,
"quantization": "fp8",
"server": "together"
},
{
"family": "Meta/Llama-4",
"name": "fireworks/llama-4-70b-bf16",
"open": true,
"quantization": "bf16",
"server": "fireworks"
},
{
"family": "Maison/Modèle",
"name": "modèle-é",
"open": false,
"quantization": null,
"server": null
}
],
"model": "claude-fable-5-1-20260601"
},
"expected": "MAPPED|Anthropic/Claude|false|-|-|6:CLOSED16:Anthropic/Claude",
"fn": "family",
"hand_checked": true,
"name": "F01 a dated snapshot"
},
{
"args": {
"map": [
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1-20260601",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "anthropic.claude-fable-5-1-v1:0",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-opus-4-20250514",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Google/Gemini",
"name": "gemini-3-pro",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Meta/Llama-4",
"name": "together/llama-4-70b-fp8",
"open": true,
"quantization": "fp8",
"server": "together"
},
{
"family": "Meta/Llama-4",
"name": "fireworks/llama-4-70b-bf16",
"open": true,
"quantization": "bf16",
"server": "fireworks"
},
{
"family": "Maison/Modèle",
"name": "modèle-é",
"open": false,
"quantization": null,
"server": null
}
],
"model": "claude-fable-5-1"
},
"expected": "MAPPED|Anthropic/Claude|false|-|-|6:CLOSED16:Anthropic/Claude",
"fn": "family",
"hand_checked": true,
"name": "F02 a dateless alias"
},
{
"args": {
"map": [
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1-20260601",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-fable-5-1",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
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{
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{
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"quantization": null,
"server": null
},
{
"family": "Anthropic/Claude",
"name": "claude-opus-4-20250514",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Google/Gemini",
"name": "gemini-3-pro",
"open": false,
"quantization": null,
"server": null
},
{
"family": "Meta/Llama-4",
"name": "together/llama-4-70b-fp8",
"open": true,
"quantization": "fp8",
"server": "together"
},
{
"family": "Meta/Llama-4",
"name": "fireworks/llama-4-70b-bf16",
"open": true,
"quantization": "bf16",
"server": "fireworks"
},
{
"family": "Maison/Modèle",
"name": "modèle-é",
"open": false,
"quantization": null,
"server": null
}
],
"model": 5
},
"expected": "ERROR:model",
"fn": "family",
"hand_checked": true,
"name": "F17 a model that is not a string is refused"
},
{
"args": {
"map": {
"name": "x"
},
"model": "x"
},
"expected": "ERROR:model_map",
"fn": "family",
"hand_checked": true,
"name": "F18 a map that is not a list is refused"
},
{
"args": {
"map": [
{
"family": "Y",
"name": "x",
"note": "",
"open": false,
"quantization": null,
"server": null
}
],
"model": "x"
},
"expected": "ERROR:model_map",
"fn": "family",
"hand_checked": true,
"name": "F19 an extra key in a row is refused"
},
{
"args": {
"map": [],
"model": "x"
},
"expected": "UNMAPPED",
"fn": "family",
"hand_checked": true,
"name": "F20 an empty map: UNMAPPED"
},
{
"args": {
"map": [
{
"family": "",
"name": "x",
"open": false,
"quantization": null,
"server": null
}
],
"model": "x"
},
"expected": "ERROR:model_map",
"fn": "family",
"hand_checked": true,
"name": "F21 an empty family is refused"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-fable-5-1",
"lookup": {
"cluster": null,
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "SAME|-",
"fn": "class",
"hand_checked": true,
"name": "CL01 the same model reported: SAME, the cluster not read"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "IN",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "RECORDED CHANGE|IN",
"fn": "class",
"hand_checked": true,
"name": "CL02 a changed model inside the family, IN: RECORDED CHANGE"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "CUSP",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "CUSP PATH|CUSP",
"fn": "class",
"hand_checked": true,
"name": "CL03 a changed model inside the family, CUSP: CUSP PATH"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "OUT",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "REFUSED MODEL|OUT",
"fn": "class",
"hand_checked": true,
"name": "CL04 a changed model, OUT: REFUSED MODEL"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "FADING",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "REFUSED MODEL|FADING",
"fn": "class",
"hand_checked": true,
"name": "CL05 a changed model, FADING through SUCCESSOR or CARRIED: REFUSED MODEL"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "UNLISTED",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "REFUSED MODEL|UNLISTED",
"fn": "class",
"hand_checked": true,
"name": "CL06 a changed model, UNLISTED: REFUSED MODEL"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": "EXCLUDED",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "REFUSED MODEL|EXCLUDED",
"fn": "class",
"hand_checked": true,
"name": "CL07 a changed model, excluded: REFUSED MODEL"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-fable-5-1",
"lookup": {
"cluster": "IN",
"family": "6:CLOSED13:Google/Gemini"
},
"reported": "gemini-3-pro"
},
"expected": "REFUSED FAMILY|FAMILY",
"fn": "class",
"hand_checked": true,
"name": "CL08 another family, even IN: REFUSED FAMILY"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-fable-5-1",
"lookup": {
"cluster": null,
"family": "UNMAPPED"
},
"reported": "claude-fable-6"
},
"expected": "REFUSED MODEL|UNMAPPED",
"fn": "class",
"hand_checked": true,
"name": "CL09 an UNMAPPED model: REFUSED MODEL, detail UNMAPPED"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-opus-4-20250514",
"lookup": {
"cluster": null,
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "ERROR:lookup",
"fn": "class",
"hand_checked": true,
"name": "CL10 a changed model with no cluster answer is refused"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "gemini-3-pro",
"lookup": {
"cluster": "IN",
"family": "6:CLOSED13:Google/Gemini"
},
"reported": "gemini-3-pro"
},
"expected": "REFUSED FAMILY|FAMILY",
"fn": "class",
"hand_checked": true,
"name": "CL11 the same string but a family that no longer matches: REFUSED FAMILY (the family check first)"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "a",
"lookup": {
"cluster": "MAYBE",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "b"
},
"expected": "ERROR:lookup",
"fn": "class",
"hand_checked": true,
"name": "CL12 an unknown cluster value is refused"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "a",
"lookup": {
"cluster": "IN",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": ""
},
"expected": "ERROR:reported_model",
"fn": "class",
"hand_checked": true,
"name": "CL13 an empty reported model is refused"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "a",
"lookup": {
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "b"
},
"expected": "ERROR:lookup",
"fn": "class",
"hand_checked": true,
"name": "CL14 a lookup missing its cluster key is refused"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "modèle",
"lookup": {
"cluster": null,
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "modèle"
},
"expected": "SAME|-",
"fn": "class",
"hand_checked": true,
"name": "CL15 the reported model in NFD equals the last in NFC: SAME"
},
{
"args": {
"certified": "4:OPEN12:Meta/Llama-48:together3:fp8",
"last": "together/llama-4-70b-fp8",
"lookup": {
"cluster": "IN",
"family": "4:OPEN12:Meta/Llama-49:fireworks4:bf16"
},
"reported": "fireworks/llama-4-70b-bf16"
},
"expected": "REFUSED FAMILY|FAMILY",
"fn": "class",
"hand_checked": true,
"name": "CL16 open weights: a change of server is a change of family key: REFUSED FAMILY"
},
{
"args": {
"certified": "6:CLOSED16:Anthropic/Claude",
"last": "claude-fable-5-1",
"lookup": {
"cluster": "OUT",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "claude-fable-5-1"
},
"expected": "SAME|-",
"fn": "class",
"hand_checked": true,
"name": "CL17 SAME with a cluster answer supplied: still SAME"
},
{
"args": {
"certified": "",
"last": "a",
"lookup": {
"cluster": "IN",
"family": "6:CLOSED16:Anthropic/Claude"
},
"reported": "b"
},
"expected": "ERROR:certified_family",
"fn": "class",
"hand_checked": true,
"name": "CL18 an empty certified family is refused"
},
{
"args": {
"declared": "Anthropic",
"inferred": "Anthropic",
"relayed": "Anthropic",
"stated": "Anthropic"
},
"expected": "overall|AGREE|0\ndeclared|stated|AGREE\ndeclared|relayed|AGREE\ndeclared|inferred|AGREE\nstated|relayed|AGREE\nstated|inferred|AGREE\nrelayed|inferred|AGREE",
"fn": "compare",
"hand_checked": true,
"name": "CP01 all four agree"
},
{
"args": {
"declared": "Anthropic",
"inferred": null,
"relayed": "Anthropic",
"stated": "Anthropic"
},
"expected": "overall|AGREE|0\ndeclared|stated|AGREE\ndeclared|relayed|AGREE\ndeclared|inferred|ABSENT\nstated|relayed|AGREE\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP02 the inferred vendor absent: three pairs ABSENT, AGREE"
},
{
"args": {
"declared": "Anthropic",
"inferred": "Anthropic",
"relayed": "Google",
"stated": "Anthropic"
},
"expected": "overall|DIFFER|3\ndeclared|stated|AGREE\ndeclared|relayed|DIFFER\ndeclared|inferred|AGREE\nstated|relayed|DIFFER\nstated|inferred|AGREE\nrelayed|inferred|DIFFER",
"fn": "compare",
"hand_checked": true,
"name": "CP03 the relayed vendor differs: DIFFER on its three pairs"
},
{
"args": {
"declared": null,
"inferred": null,
"relayed": null,
"stated": null
},
"expected": "overall|ABSENT|0\ndeclared|stated|ABSENT\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|ABSENT\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP04 all absent: ABSENT"
},
{
"args": {
"declared": "Anthropic",
"inferred": null,
"relayed": null,
"stated": null
},
"expected": "overall|ABSENT|0\ndeclared|stated|ABSENT\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|ABSENT\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP05 only the declared vendor: ABSENT"
},
{
"args": {
"declared": "Anthropic",
"inferred": null,
"relayed": null,
"stated": "Anthropic"
},
"expected": "overall|AGREE|0\ndeclared|stated|AGREE\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|ABSENT\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP06 declared and stated only, agreeing: AGREE"
},
{
"args": {
"declared": "Anthropic",
"inferred": "Anthropic",
"relayed": "Anthropic",
"stated": "OpenAI"
},
"expected": "overall|DIFFER|3\ndeclared|stated|DIFFER\ndeclared|relayed|AGREE\ndeclared|inferred|AGREE\nstated|relayed|DIFFER\nstated|inferred|DIFFER\nrelayed|inferred|AGREE",
"fn": "compare",
"hand_checked": true,
"name": "CP07 the stated vendor differs"
},
{
"args": {
"declared": "Anthropic",
"inferred": "Anthropic",
"relayed": "Anthropic",
"stated": "anthropic"
},
"expected": "overall|DIFFER|3\ndeclared|stated|DIFFER\ndeclared|relayed|AGREE\ndeclared|inferred|AGREE\nstated|relayed|DIFFER\nstated|inferred|DIFFER\nrelayed|inferred|AGREE",
"fn": "compare",
"hand_checked": true,
"name": "CP08 a case difference is a difference"
},
{
"args": {
"declared": "Société",
"inferred": null,
"relayed": null,
"stated": "Société"
},
"expected": "overall|AGREE|0\ndeclared|stated|AGREE\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|ABSENT\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP09 NFD against NFC agrees"
},
{
"args": {
"declared": "",
"inferred": null,
"relayed": null,
"stated": "Anthropic"
},
"expected": "ERROR:declared",
"fn": "compare",
"hand_checked": true,
"name": "CP10 an empty declared value is refused"
},
{
"args": {
"declared": "Anthropic",
"inferred": null,
"relayed": null,
"stated": 3
},
"expected": "ERROR:stated",
"fn": "compare",
"hand_checked": true,
"name": "CP11 a value that is not a string is refused"
},
{
"args": {
"declared": "Anthropic",
"inferred": "Google",
"relayed": "Anthropic",
"stated": "Anthropic"
},
"expected": "overall|DIFFER|3\ndeclared|stated|AGREE\ndeclared|relayed|AGREE\ndeclared|inferred|DIFFER\nstated|relayed|AGREE\nstated|inferred|DIFFER\nrelayed|inferred|DIFFER",
"fn": "compare",
"hand_checked": true,
"name": "CP12 the inferred vendor differs from the other three"
},
{
"args": {
"declared": null,
"inferred": null,
"relayed": "Google",
"stated": "Anthropic"
},
"expected": "overall|DIFFER|1\ndeclared|stated|ABSENT\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|DIFFER\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP13 two absent, the remaining pair differs"
},
{
"args": {
"declared": "A",
"inferred": "D",
"relayed": "C",
"stated": "B"
},
"expected": "overall|DIFFER|6\ndeclared|stated|DIFFER\ndeclared|relayed|DIFFER\ndeclared|inferred|DIFFER\nstated|relayed|DIFFER\nstated|inferred|DIFFER\nrelayed|inferred|DIFFER",
"fn": "compare",
"hand_checked": true,
"name": "CP14 four distinct vendors: six differences"
},
{
"args": {
"declared": null,
"inferred": "Anthropic",
"relayed": "Anthropic",
"stated": "Anthropic"
},
"expected": "overall|AGREE|0\ndeclared|stated|ABSENT\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|AGREE\nstated|inferred|AGREE\nrelayed|inferred|AGREE",
"fn": "compare",
"hand_checked": true,
"name": "CP15 the declared vendor absent, the other three agree"
},
{
"args": {
"declared": "Anthropic",
"inferred": null,
"relayed": null,
"stated": "Anthropic "
},
"expected": "overall|DIFFER|1\ndeclared|stated|DIFFER\ndeclared|relayed|ABSENT\ndeclared|inferred|ABSENT\nstated|relayed|ABSENT\nstated|inferred|ABSENT\nrelayed|inferred|ABSENT",
"fn": "compare",
"hand_checked": true,
"name": "CP16 whitespace is not collapsed: a trailing space differs"
}
],
"corpus": "identity",
"version": "0.1.0"
}
