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Paper Citation Record · LEDGER

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning

As of 19 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2606.02170.

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

pith.paper-citation-record.v1
2606.02170 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:31:49.464821Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

22 of 22 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 519875ea-6f9a-4f8f-bf1e-2226bdaae213 · outbound

This paper cites Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:16:24.063640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:fdbe71776be96c5c95bd1b55653614932b787c54b404dca33982603b12f6e463

Observation ce2d957e-cc11-41a7-9d15-9f4b12c8d366 · outbound

This paper cites TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:16:24.060325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:f95510d1b07dc5a413befba0a5f27ceee29cc6eb45390bacc2be42a7a01b1d1e

Observation 4b94c853-7bff-449a-8ea8-b92a9115aedf · outbound

This paper cites Knowledge-Based Systems, 242:108252.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Knowledge-Based Systems, 242:108252

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:e5172bfb94838297bc94c45cceaa16c7f4c00b5ca5df1af7377ee8d444d5bb74

Observation 7de1be58-d2d6-41dd-a326-45a7619f00e8 · outbound

This paper cites Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:16:24.055487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:b14dd8ae0f8c4d54850aa7d6deb376e53ea5b905eea5a2551abd226df52b47cc

Observation a7612926-9b1f-4cee-bc22-5a7e5ef4ad0f · outbound

This paper cites This mode returns a set of row identifiers where that column matches the value, e.g.{‘[line_2]’, ‘[line_7]’, ‘[line_1]’}.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning This mode returns a set of row identifiers where that column matches the value, e.g.{‘[line_2]’, ‘[line_7]’, ‘[line_1]’}

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:fefca6e30faf53d2827cc011b5bc7f90892f53d9845e5aa38d5d579c5ec639e0

Observation e2681356-1e6e-4156-ad2a-01830f97d12e · outbound

This paper cites This mode returns a set of values from the specified column for those rows.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning This mode returns a set of values from the specified column for those rows

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:8462cdf6419b287fc65f9030748fa72aa1cb89fec3fffb564513151195ba4a11

Observation dc232f03-0511-4f25-9630-ce8c44ddb416 · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:0a49e9f000ab6392b264e750bcd4ab6ab183434861519e4dc60e5b5cd2cf84c3

Observation e6f0ce3b-a318-4bb7-bc43-fb898870f9bb · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:cc4d5305adefcdcf693b301b2e8368f5b46f8a81f0947916599ab7f41026f31c

Observation f4826b5d-8d65-48ef-ae4b-3854e93017a7 · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:e1a59c376f4c08dff35b03681ff3aa3aa612345050d30a96618f79444401ba30

Observation 05d428ca-cb52-4fa4-95b2-239d460cb2c3 · outbound

This paper cites use_CRAFT.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning use_CRAFT

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:9d5bd7d50bca5af7b1c4010a10043fe70ae244a2628650416171640f9354897d

Observation a82f45c2-121c-4b3a-b3f1-4723fe40e32c · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:b7ce3a68fc70f59554fee9e97ee08619f39eac2c4dcc30b1e7b55c777b4942e6

Observation 33ffab5e-eebd-40e0-89e2-ae5e9d7fdacf · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:6124995a51a094577a977f067851a7473a345b4a7b715cf1843939185cdbce72

Observation 00d1986b-f0d7-4b4b-806d-663f565af322 · outbound

This paper cites # Output Requirements Code Generation.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning # Output Requirements Code Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:1342cd40412585d7e8ca22d72720a441d0ad098f036de2d9a8855cc87291a0d8

Observation 7659b11c-c1e3-4dcf-bd9c-44986d48c556 · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:fdf109d9f0936237e1d6b5fbd886ffac5f3dde145148769c071ca592b56f0113

Observation 14b27279-3f20-4fcd-97ef-cbe8a149e76b · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:3d6c34750e9312758f2347db1083dd0e69dcafcf12b9ac51db5902b66f70e435

Observation e1bb1d5f-81f4-4456-8976-f20e89e9dabe · outbound

This paper cites Result Handling.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Result Handling

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:63abd6ad280e109f2652b14337570f12e041299780ca82dbb1913f6b9da4020a

Observation e95029a9-7850-4ee6-a67a-b6866bf9f54d · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:68c7915f96bc1b027e7bd4ed7b8ecc3426b8868a42f05c93f02406f00289c740

Observation a2ce8866-b826-483c-9a97-59e8b997b66e · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:a03d1b44ab355af0f743f65e686350cade4598b96a247febbde1eee29a823f43

Observation 8235321a-8116-4440-8e0a-8d110aefa9f7 · outbound

This paper cites a set, a string, etc.), but must never be a dictionary! # Processing Rules.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning a set, a string, etc.), but must never be a dictionary! # Processing Rules

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:9dc6e47bd363a1907c6dceabc5433626644e5beef4da2df78f5eb76fbd956808

Observation a6fe58a9-747d-463d-85ba-dbfda41576c8 · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:545b49c5ebe73ab065a4860cb37010b506671a886747510494fbd1a34a23a9b3

Observation 6bfda3bb-7ac5-4700-9bbc-eb8b806b4e44 · outbound

This paper cites an unresolved cited work.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:e663c923c305044c6432a14fb4d4e9e2c853c696f887699a65f9d7735a9406cc

Observation 1cb06ada-b978-453c-b9d1-62bfd8ceea0a · outbound

This paper cites Table 11: Prompt template for the CRAFT module.

CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning Table 11: Prompt template for the CRAFT module

Reference 22

Resolution
unresolved
no resolver link, observed 2026-06-28T14:31:49.464821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:31:49.464821Z digest=sha256:459e5b30d578bb8a154188ebd1daf8351a288b08006e94d8b2213d42c92464d5

Pith citing papers

No inbound Pith citation observations are available.