Paper Citation Record · LEDGER

Aligned Textual Scoring Rules

As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2507.06221.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.06221 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:15:54.233837Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:17:32.734785Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T00:17:33.134948Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy17
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f337f497-078a-450c-aa82-65c23ea49d42 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:59.437273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d5a60e50-5f11-40d2-95cd-bf8fe1df94e4 · outbound

This paper cites These should be comments that assess the quality, strengths, weaknesses, and suggestions.

Aligned Textual Scoring Rules These should be comments that assess the quality, strengths, weaknesses, and suggestions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:59.283271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc6c6b4e-50cc-4e8e-b22e-d72d598d8bea · outbound

This paper cites Each entry should be a single sentence in a single line containing a distinct evaluation from the review.

Aligned Textual Scoring Rules Each entry should be a single sentence in a single line containing a distinct evaluation from the review

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:59.148783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1919ed2b-3b53-4253-bf5f-23398b691a45 · outbound

This paper cites Split and Rewrite each evaluative statement into several abstract and concise statements, abandoning the specific expression.

Aligned Textual Scoring Rules Split and Rewrite each evaluative statement into several abstract and concise statements, abandoning the specific expression

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:59.001832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f0aff318-f36a-4fd0-a568-95e7dfdacaf9 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.817081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ce79050-0e73-4f26-8e6f-2e2ab9de3685 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.671001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c7101c5-df25-4daa-979a-0d07f32ae725 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.514738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af2dc8a7-5bbe-4435-b71b-91e916a1ac6a · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.369759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0c73182-030d-4760-a246-973ce43b654c · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.234403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 01b79bd9-221b-4ccd-9beb-5c2b6b1f6f53 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:58.109044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 520a1d21-3a4a-45ca-a1f5-01f6e55235c4 · outbound

This paper cites Pairs in the same cluster should address roughly the same aspects of the subject matter.

Aligned Textual Scoring Rules Pairs in the same cluster should address roughly the same aspects of the subject matter

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:57.956457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1cbe787e-61d5-40fc-ac98-99076977ba78 · outbound

This paper cites Each cluster description must be specific: - You should cluster opinion pairs discussing different parts in different clusters.

Aligned Textual Scoring Rules Each cluster description must be specific: - You should cluster opinion pairs discussing different parts in different clusters

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:57.810741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e306c3f5-4607-4705-bef4-45f1068b27d3 · outbound

This paper cites Split clusters that contain more than one parts or aspects.

Aligned Textual Scoring Rules Split clusters that contain more than one parts or aspects

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:57.673660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fd6c7855-4a62-4878-84af-5739f848358e · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:57.556646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8de19b56-5ff8-41e7-9e98-9276359dbe2d · outbound

This paper cites You should follow this output format: <clustering> <epoch 1> <draft>[Your draft cluster descriptions] </draft> <analysis>[Your analysis here]</analysis> </epoch 1> <epoch 2>.

Aligned Textual Scoring Rules You should follow this output format: <clustering> <epoch 1> <draft>[Your draft cluster descriptions] </draft> <analysis>[Your analysis here]</analysis> </epoch 1> <epoch 2>

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:57.413924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d984fe25-2020-4e67-bfad-32614f3fed07 · outbound

This paper cites For each cluster, generate an opinion pair as the cluster representative.

Aligned Textual Scoring Rules For each cluster, generate an opinion pair as the cluster representative

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:57.204917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2e013f8b-01a7-4e67-ac1b-25a5c4de516f · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:56.952350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75720f00-fc7b-4145-ae17-8907cacd0f15 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:56.685190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d6f7f61-5b3e-42e9-87f5-9759fc082df1 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:56.529922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12805601-87ab-475b-b508-ca9f2a49a2e0 · outbound

This paper cites For each relevant statement, determine whether it supports the positive opinion, the negative opinion, or neither, and specify whether the support is explicit or partial.

Aligned Textual Scoring Rules For each relevant statement, determine whether it supports the positive opinion, the negative opinion, or neither, and specify whether the support is explicit or partial

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:56.370480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c15603aa-6a67-4246-a3ea-08780973c922 · outbound

This paper cites - If their are conflicts, classify as the direction with stronger support.

Aligned Textual Scoring Rules - If their are conflicts, classify as the direction with stronger support

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:56.227085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ed87151-70da-4ef0-b6bc-68715d87694c · outbound

This paper cites - Only contain ”Positive”, ”Negative”, or ”Neither” in the tag! Do not use words like ”Correct”, ”Incorrect”, ”Clear”, ”Unclear”.

Aligned Textual Scoring Rules - Only contain ”Positive”, ”Negative”, or ”Neither” in the tag! Do not use words like ”Correct”, ”Incorrect”, ”Clear”, ”Unclear”

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:56.071856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 93192b80-953f-404a-bde9-22b2c2dcd834 · outbound

This paper cites Express the same aspect across different parts as separate points.

Aligned Textual Scoring Rules Express the same aspect across different parts as separate points

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:55.915240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bfe29fd1-5d76-4870-af56-14b7bc7d4057 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:55.698232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e729a21-659f-4d19-9859-e9fc9e4372e6 · outbound

This paper cites - Objective content includes factual assessments, such as the correctness of the assignment or proofs.

Aligned Textual Scoring Rules - Objective content includes factual assessments, such as the correctness of the assignment or proofs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:55.459731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a6357b9b-54eb-4796-adef-b2ebe4a538bd · outbound

This paper cites - Consider subjective elements and minor discrepancies less impactful on the overall score.

Aligned Textual Scoring Rules - Consider subjective elements and minor discrepancies less impactful on the overall score

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:55.234762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bf9c8547-0788-4957-9802-06df1bfc13f3 · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:55.013565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c78f1f7c-a760-4f8d-82ba-108bcbac2323 · outbound

This paper cites Content: Does the peer review cover the same main topics of this key point? b.

Aligned Textual Scoring Rules Content: Does the peer review cover the same main topics of this key point? b

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:54.883749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2f4b245-6f53-452a-b565-30c29af20a7e · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:54.741396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation db6aa357-0c4b-4f24-a5ac-c5aa7b8e0a80 · outbound

This paper cites - highlighting the alignments or misalignments between the peer review and the instructor’s review.

Aligned Textual Scoring Rules - highlighting the alignments or misalignments between the peer review and the instructor’s review

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:54.601259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 18341f4a-4dcf-484b-bc19-65242141fbe1 · outbound

This paper cites - 0-1: Totally wrong or meaningless review: The review is irrelevant, incoherent, or shows a complete misunderstanding of the material.

Aligned Textual Scoring Rules - 0-1: Totally wrong or meaningless review: The review is irrelevant, incoherent, or shows a complete misunderstanding of the material

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:15:54.482498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30f9507c-8afe-4cc6-a2e3-1a5da487512c · outbound

This paper cites an unresolved cited work.

Aligned Textual Scoring Rules Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:15:54.356448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation b8bda914-2f07-4f16-aab8-b29ccea9feea · inbound

Scoring Rules! Statistical and Strategic Alignment for Text Evaluation Metrics cites this paper.

Scoring Rules! Statistical and Strategic Alignment for Text Evaluation Metrics Aligned Textual Scoring Rules

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:17:33.196873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.