The Principia Machina/TPS/5.19 The top-performer cluster - Revision history

BFP Rauch: 1 revision imported

2026-10-07T13:23:26Z

1 revision imported

← Older revision		Revision as of 13:23, 7 October 2026
(No difference)

BFP Rauch: Status line: TPS 0.5.0 declared final 2026-10-03 (it said proposed); the lead only, outside the preformatted block; D(TPS) unchanged (tpm_status 0.1.3)

2026-10-07T13:22:32Z

Status line: TPS 0.5.0 declared final 2026-10-03 (it said proposed); the lead only, outside the preformatted block; D(TPS) unchanged (tpm_status 0.1.3)

← Older revision		Revision as of 13:22, 7 October 2026
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	{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.5.0)}}		{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.5.0)}}
	''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26, TPS 0.3.0, revision 6, on 2026-09-28, and TPS 0.4.0, revision 7, on 2026-09-30. This page is revision 8 of the tree, ~~proposed~~ as ~~version~~ 0.5.0 ~~until~~ H-DECL ~~declares it~~; revision 7 is carried whole, and revision 5, proposed as 0.2.0, stays undeclared; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.5.0 ~~(proposed)~~, verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.		''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26, TPS 0.3.0, revision 6, on 2026-09-28, and TPS 0.4.0, revision 7, on 2026-09-30. This page is revision 8 of the tree, declared final as TPS 0.5.0 by H-DECL on 2026-10-03 (naming TPS_0.5.0.txt by its file digest and its D(TPS)); revision 7 is carried whole, and revision 5, proposed as 0.2.0, stays undeclared; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.5.0, verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.

	<pre>		<pre>

BFP Rauch: 1 revision imported

2026-09-30T13:34:08Z

1 revision imported

← Older revision		Revision as of 13:34, 30 September 2026
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BFP Rauch: Post-TPC-PY page batch B3 (S154, S159): TPS revision 8 (proposed TPS 0.5.0)

2026-09-30T13:34:05Z

Post-TPC-PY page batch B3 (S154, S159): TPS revision 8 (proposed TPS 0.5.0)

← Older revision		Revision as of 13:34, 30 September 2026
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	{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.4.0)}}		{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.5.0)}}
	''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26, ~~and~~ TPS 0.3.0, revision 6, on 2026-09-28. This page is revision 7 of the tree, proposed as version 0.4.0 until H-DECL declares it; revision 6 is carried whole, and revision 5, proposed as 0.2.0, stays undeclared; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.4.0 (proposed), verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.		''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26, TPS 0.3.0, revision 6, on 2026-09-28, and TPS 0.4.0, revision 7, on 2026-09-30. This page is revision 8 of the tree, proposed as version 0.5.0 until H-DECL declares it; revision 7 is carried whole, and revision 5, proposed as 0.2.0, stays undeclared; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.5.0 (proposed), verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.

	<pre>		<pre>
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	fetch; the measure; the cluster rule; the lookup, the mark and		fetch; the measure; the cluster rule; the lookup, the mark and
	the notice; the certification gate; before TPX		the notice; the certification gate; before TPX
	governs: 5.19 \| version: 0.4.0 (proposed) \| class: instruction artifact		governs: 5.19 \| version: 0.5.0 (proposed) \| class: instruction artifact
	audience: operator, agent		audience: operator, agent

BFP Rauch: 1 revision imported

2026-09-30T02:11:00Z

1 revision imported

← Older revision		Revision as of 02:11, 30 September 2026
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BFP Rauch: Post-TPC-PY page batch B2 (S90, S130): TPS revision 7 (proposed TPS 0.4.0)

2026-09-30T02:10:58Z

Post-TPC-PY page batch B2 (S90, S130): TPS revision 7 (proposed TPS 0.4.0)

← Older revision		Revision as of 02:10, 30 September 2026
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	{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.3.0)}}		{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.4.0)}}
	''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26. This page is revision 6 of the tree, ~~declared final~~ as ~~TPS~~ 0.3.0 by H-DECL ~~on 2026-09-28~~; revision 5, proposed as 0.2.0, stays undeclared ~~and is carried whole~~; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.3.0, verbatim~~, its header line still reading "proposed" as the text stood when it was declared~~; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.		''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26, and TPS 0.3.0, revision 6, on 2026-09-28. This page is revision 7 of the tree, proposed as version 0.4.0 until H-DECL declares it; revision 6 is carried whole, and revision 5, proposed as 0.2.0, stays undeclared; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.4.0 (proposed), verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.

	<pre>		<pre>
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	fetch; the measure; the cluster rule; the lookup, the mark and		fetch; the measure; the cluster rule; the lookup, the mark and
	the notice; the certification gate; before TPX		the notice; the certification gate; before TPX
	governs: 5.19 \| version: 0.3.0 (proposed) \| class: instruction artifact		governs: 5.19 \| version: 0.4.0 (proposed) \| class: instruction artifact
	audience: operator, agent		audience: operator, agent

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	measure's units. A public benchmark measures a model; it is not the		measure's units. A public benchmark measures a model; it is not the
	suite (CR4). [D143.1]		suite (CR4). [D143.1]
	5.19.8 THE CLUSTER RULE (D144.1). The cluster is computed by the TPC ~~function~~		5.19.8 THE CLUSTER RULE (D144.1). The cluster is computed by the TPC
	cluster(rows, IN MAX, CUSP MAX, Z, SPACING FLOOR), which gives each ROW		function cluster(rows, IN MAX, CUSP MAX, Z, SPACING FLOOR), which
	a CLUSTER CLASS, IN, CUSP or OUT. Each model's REPRESENTATIVE is its		gives each ROW a CLUSTER CLASS, IN, CUSP or OUT. Each model's
	highest-scoring ROW (then lower SE, then MODEL CONFIGURATION id).		REPRESENTATIVE is its highest-scoring ROW (then lower SE, then
	Representatives are sorted by COMPOSITE SCORE descending, SE ascending,		MODEL CONFIGURATION id). Representatives are sorted by COMPOSITE
	model id ascending; ranks 1 and 2 are IN. With y(i) the COMPOSITE SCORE		SCORE descending, SE ascending, model id ascending; ranks 1 and 2
	and se(i) the SE of rank i's REPRESENTATIVE, the SPACING is sp =		are IN. With y(i) the COMPOSITE SCORE and se(i) the SE of rank
	max(min(y(1) - y(2), y(2) - y(3)), SPACING FLOOR, Z sqrt(max(se(1)^2 +		i's REPRESENTATIVE, the SPACING is sp = max(min(y(1) - y(2), y(2)
	se(2)^2, se(2)^2 + se(3)^2))). For rank i >= 3, drop(i) = y(i-1) - y(i)		- y(3)), SPACING FLOOR, Z sqrt(max(se(1)^2 + se(2)^2, se(2)^2 +
	and noise(i) = Z sqrt(se(i-1)^2 + se(i)^2): OUT if drop(i) - CUSP MAX x		se(3)^2))). For rank i >= 3, drop(i) = y(i-1) - y(i) and noise(i)
	~~sp >~~ noise(i); else CUSP if drop(i) - IN MAX x sp > noise(i); else IN;		= Z sqrt(se(i-1)^2 + se(i)^2): OUT if drop(i) - CUSP MAX x sp >
	the scan closes at the first CUSP or OUT. After a CUSP, each ~~following~~		noise(i); else CUSP if drop(i) - IN MAX x sp > noise(i); else IN;
	representative is CUSP down to the first that is significantly below		the scan closes at the first CUSP or OUT. After a CUSP, each
	the CUSP row; that one and every one after it are OUT. After an OUT,		following representative is CUSP down to the first that is
	every representative is OUT. A ROW that is not a representative is IN		significantly below the CUSP row; that one and every one after it
	if not significantly below the lowest IN representative, else CUSP if		are OUT. After an OUT, every representative is OUT. A ROW that is
	not significantly below the lowest CUSP representative, else OUT.		not a representative is IN if not significantly below the lowest
	"Significantly below" means y_ref - y > Z sqrt(se_ref^2 + se^2). Under		IN representative, else CUSP if not significantly below the
	FIXED-SET each noise term takes the paired SE of its difference.		lowest CUSP representative, else OUT. "Significantly below" means
	cluster() is built ~~(tpc_cluster 0.2.0, 26 vectors in both residences);~~		y_ref - y > Z sqrt(se_ref^2 + se^2). Under FIXED-SET each noise
	its paired noise input under FIXED-SET ~~is owed with~~ vectors in both		term takes the paired SE of its difference. cluster() is built
	residences (5.1.11). The rule has no depth cap. [D143.1] [D144.1]		with its paired noise input under FIXED-SET (tpc_cluster 0.3.0,
	5.19.9 RESOLUTION ON THE PAGE (D144.1). TPC-PHP's result is the one of record;		vectors in both residences; 5.1.11). The rule has no depth cap.
	TPC-PY publishes the same function with its vectors. The page shows		[D143.1] [D144.1]
	each ROW's drop and spacings and the term that set sp (GAP, FLOOR,		5.19.9 RESOLUTION ON THE PAGE (D144.1). TPC-PHP's result is the one of
	NOISE, or NONE with fewer than three models); under NOISE it states		record; TPC-PY publishes the same function with its vectors. The
	that the month does not resolve the field finely. The page states each		page shows each ROW's drop and spacings and the term that set sp
	month the RESOLVING STEP: the least adjacent drop that would be OUT, in		(GAP, FLOOR, NOISE, or NONE with fewer than three models); under
	the measure's units and in spacings, computed by the TPC function		NOISE it states that the month does not resolve the field finely.
	resolving_step from sp and the SEs (~~owed with~~ vectors in both		The page states each month the RESOLVING STEP: the least adjacent
	residences, 5.1.11). IN MAX, CUSP MAX and Z are ratios and hold for any		drop that would be OUT, in the measure's units and in spacings,
	measure; SPACING FLOOR and SE MAX are restated in a new measure's		computed by the TPC function resolving_step from sp and the SEs
	units. [D144.1]		(tpc_cluster 0.3.0, vectors in both residences; 5.1.11). IN MAX,
			CUSP MAX and Z are ratios and hold for any measure; SPACING FLOOR
			and SE MAX are restated in a new measure's units. [D144.1]
	5.19.10 THE CLUSTER LOOKUP (D145.1; D146.1 (d); D146.1 (a2)). The CLUSTER		5.19.10 THE CLUSTER LOOKUP (D145.1; D146.1 (d); D146.1 (a2)). The CLUSTER
	LOOKUP for a model and MODEL CONFIGURATION (the certified one; at a new		LOOKUP for a model and MODEL CONFIGURATION (the certified one; at a new

BFP Rauch: 1 revision imported

2026-09-29T02:10:06Z

1 revision imported

← Older revision		Revision as of 02:10, 29 September 2026
(No difference)

BFP Rauch: Post-TPC-PY page batch (S70): REV6-PATCH

2026-09-29T02:09:00Z

Post-TPC-PY page batch (S70): REV6-PATCH

← Older revision		Revision as of 02:09, 29 September 2026
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	{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.3.0)}}		{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.3.0)}}
	''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26. This page is revision 6 of the tree, ~~proposed~~ as ~~version~~ 0.3.0 ~~until~~ H-DECL ~~declares it~~; revision 5, proposed as 0.2.0, stays undeclared and is carried whole; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.3.0 ~~(proposed)~~, verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.		''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26. This page is revision 6 of the tree, declared final as TPS 0.3.0 by H-DECL on 2026-09-28; revision 5, proposed as 0.2.0, stays undeclared and is carried whole; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.3.0, verbatim, its header line still reading "proposed" as the text stood when it was declared; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.

	<pre>		<pre>

BFP Rauch: 1 revision imported

2026-09-28T03:41:43Z

1 revision imported

← Older revision		Revision as of 03:41, 28 September 2026
(No difference)

BFP Rauch: TPS 0.3.0 (proposed) revision 6: D176.1-D191.1 of the EOM round under tpm_tps_thread_request 0.1.11, revision 5 carried whole

2026-09-28T03:39:00Z

TPS 0.3.0 (proposed) revision 6: D176.1-D191.1 of the EOM round under tpm_tps_thread_request 0.1.11, revision 5 carried whole

← Older revision		Revision as of 03:39, 28 September 2026
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	{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.2.0)}}		{{DISPLAYTITLE:5.19 The top-performer cluster (TPS 0.3.0)}}
	''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1 changed only the status lines. This page is revision 5 of the tree, proposed as version 0.2.0 until H-DECL declares it; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.2.0 (proposed), verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.		''Instruction artifact, machine-optimized text: TPS, section 5.19 The top-performer cluster. Part of [[The Principia Machina/TPS\|TPS]] and [[The Principia Machina/Hub\|the TPM hub]]. Human-only edit (TPS 5.13). TPS 0.1.0 was declared final at revision 4 on 2026-09-22, a version declaration recorded in the foundations record; the chain begins at TPX's first landing (TPS 5.6.7). TPS 0.1.1, which changed only the status lines, was declared final on 2026-09-26. This page is revision 6 of the tree, proposed as version 0.3.0 until H-DECL declares it; revision 5, proposed as 0.2.0, stays undeclared and is carried whole; the section is new at revision 5.'' The text below is this section of the TPS artifact at 0.3.0 (proposed), verbatim; the whole artifact and its file digest are on [[The Principia Machina/TPS]]. Human readers: [[The Principia Machina/TPS/Contents\|the contents page]] is the map.

	<pre>		<pre>
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	fetch; the measure; the cluster rule; the lookup, the mark and		fetch; the measure; the cluster rule; the lookup, the mark and
	the notice; the certification gate; before TPX		the notice; the certification gate; before TPX
	governs: 5.19 \| version: 0.2.0 (proposed) \| class: instruction artifact		governs: 5.19 \| version: 0.3.0 (proposed) \| class: instruction artifact
	audience: operator, agent		audience: operator, agent

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	performers/<YYYY-MM>", computed from the datasets named in the SOURCE		performers/<YYYY-MM>", computed from the datasets named in the SOURCE
	DECLARATION and from nothing else. [D142.1]		DECLARATION and from nothing else. [D142.1]
	5.19.2 THE SURVEY AND THE DECLARATIONS (D142.1, D148.1-D152.1). In the last		5.19.2 THE SURVEY AND THE DECLARATIONS (D142.1, D148.1-D152.1, D191.1).
	week of each month TPX issues the SURVEY FALCON KINDS FK-04 (benchmarks		In the last week of each month TPX issues the SURVEY FALCON KINDS
	and sources) and FK-05 (vendors and the MODEL MAP), each declared under		FK-04 (benchmarks and sources) and FK-05 (vendors and the MODEL
	5.20.2, drawn under 5.20.6 and 5.20.7 and reconciled under 5.20.9 to		MAP), each declared under 5.20.2, drawn under 5.20.6 and 5.20.7
	5.20.11. The reconciled proposal is untrusted input until declared.		and reconciled under 5.20.9 to 5.20.11; their assignees make no
	H-DECL declares every change to the SOURCE DECLARATION, the CORE SET		network request, TPX fetching the pages each FALCON KIND
	(with its SE DEFINITION) and the EXCLUSION LIST as a CLUSTER		DECLARATION names from the FALCON SOURCE LIST and serving them as
	DECLARATION appended to the DECLARATIONS page, outside D(IS) (5.6.12),		SERVED entries (5.20.2). The reconciled proposal is untrusted
	on the reconciled proposal, in one act, only in a month they change;		input until declared. H-DECL declares every change to the SOURCE
	~~UNRESOLVED and~~ INSPECTION fields reach H-DECL inside that act (5.20.10,		DECLARATION, the CORE SET (with its SE DEFINITION) and the
			EXCLUSION LIST as a CLUSTER DECLARATION appended to the
			DECLARATIONS page, outside D(IS) (5.6.12), on the reconciled
			proposal, in one act, only in a month they change; UNRESOLVED and
			INSPECTION fields reach H-DECL inside that act (5.20.10,
	5.20.13). The latest line of each is in force from the next		5.20.13). The latest line of each is in force from the next
	measurement. H-OP approves each MODEL MAP row FK-05 proposes, one by		measurement. H-OP approves each MODEL MAP row FK-05 proposes, one
	one; TPX displays the MODEL MAP and chains every change (5.14.4). A		by one; TPX displays the MODEL MAP and chains every change
	QUOTE CHECK fetches only inside an entry of the FALCON SOURCE LIST,		(5.14.4). A QUOTE CHECK fetches only inside an entry of the
	under the SOURCE MATCH and the PUBLISHER TEST, and matches under the		FALCON SOURCE LIST, under the SOURCE MATCH and the PUBLISHER
	TOKEN RULE (5.20.11); IV reports, and their counts, never appear on a		TEST, and matches under the TOKEN RULE (5.20.11); IV reports, and
	world-readable page (5.20.13). A retirement date FK-05 reports for a		their counts, never appear on a world-readable page (5.20.13). A
	certified model becomes a dossier flag and a scorecard line and decides		retirement date FK-05 reports for a certified model becomes a
	nothing by itself (5.14.8). No generative model inside TPX reads the		dossier flag and a scorecard line and decides nothing by itself
	web or writes eligibility. [D142.1] [D148.1] [D149.1] [D150.1] [D151.1]		(5.14.8). No generative model inside TPX reads the web or writes
	[D152.1] [D156.1] [D159.1]		eligibility. [D142.1] [D148.1] [D149.1] [D150.1] [D151.1]
			[D152.1] [D156.1] [D159.1] [D191.1]
	5.19.3 THE FETCH (D142.1). TPX fetches each declared dataset at W1's first run		5.19.3 THE FETCH (D142.1). TPX fetches each declared dataset at W1's first run
	on day 1 of the month (UTC): hosts, paths and archive members from the		on day 1 of the month (UTC): hosts, paths and archive members from the