Paper Citation Record · LEDGER

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2507.18584.

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

pith.paper-citation-record.v1
2507.18584 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:37:28.787593Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact1
verified fuzzy6
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00e88223-f3bd-4eac-a1a8-d48df07b1567 · outbound

This paper cites Requirement 2: The thought process should include the following steps: (1).

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Requirement 2: The thought process should include the following steps: (1)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.054985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fddf276c-a8a1-4ae1-9d6a-3a6950c07ee1 · outbound

This paper cites an unresolved cited work.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:29.061682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ce5b5159-0aca-4e51-a5ee-e114ba204ad0 · outbound

This paper cites an unresolved cited work.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:29.038712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 829e2504-3b06-41a1-9aaa-6f655c66bab3 · outbound

This paper cites OpenAI o1 System Card.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs OpenAI o1 System Card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:28.759985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca93283-2bec-4f9b-9fe9-c46e9754f732 · outbound

This paper cites Qwen2.5 Technical Report.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Qwen2.5 Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:28.763368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fc2a290-15ab-4c26-975e-c348b65918f0 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:28.765781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bec3751f-f1cb-48b8-a36c-0f45a6d42b28 · outbound

This paper cites thought_process.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs thought_process

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.048077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93a1273a-0cfa-4649-9050-bf9fe5153a96 · outbound

This paper cites - The response contains noticeable grammatical errors, spelling mistakes, or awkward phrasing.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs - The response contains noticeable grammatical errors, spelling mistakes, or awkward phrasing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.032084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06138c0c-c770-47ad-8a00-fda47035a302 · outbound

This paper cites an unresolved cited work.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:37:29.023844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 165be30a-1d75-4708-92dd-107f8b161d9e · outbound

This paper cites question.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs question

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.016819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ecf622e-74b0-4ac3-acdc-9af9eeb58916 · outbound

This paper cites In Proceedings of the Workshop on Machine Reading for Question Answering, pages 37–46, Melbourne, Australia.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs In Proceedings of the Workshop on Machine Reading for Question Answering, pages 37–46, Melbourne, Australia

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.074933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 03cc7f3c-29c2-4621-83fb-21d292974248 · outbound

This paper cites an unresolved cited work.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs Unresolved cited work

Reference 2019

Resolution: verified exact; raw_fallback, observed 2026-08-06T14:37:29.009001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e38f5252-7721-4ea7-989d-eef75cd4be90 · outbound

This paper cites KnowsLM: A framework for evaluation of small language models for knowledge augmentation and humanised conversations.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs KnowsLM: A framework for evaluation of small language models for knowledge augmentation and humanised conversations

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:28.750257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dfeb8e6-c345-49ff-9bc1-20b33a167609 · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T14:37:28.746721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c661b407-8aaa-4d94-9cd0-2e115cf4afee · outbound

This paper cites In First Conference on Language Modeling.

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs In First Conference on Language Modeling

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:37:29.068673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.