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Paper Citation Record · LEDGER

Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2402.11924.

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

pith.paper-citation-record.v1
2402.11924 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:19:47.368140Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:27:56.459367Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cabe584b-3abf-4945-92da-b2d95dfe8d50 · inbound

Benchmark Data Contamination of Large Language Models: A Survey cites this paper.

Benchmark Data Contamination of Large Language Models: A Survey Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 164

Resolution
verified exact
arxiv_id, observed 2026-05-22T23:10:41.124591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-22T23:10:40.420241Z digest=sha256:a4dcd79216e27653f21f22bbb13b5752598c2b8fd62e397cb2cea3bfb513bf3f

Observation 03cb9576-2393-4b53-aaef-23117f45405a · inbound

Tackling prediction tasks in relational databases with LLMs cites this paper.

Tackling prediction tasks in relational databases with LLMs Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-12T18:10:37.058307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:10:37.058307Z digest=sha256:a3591df4968f2f5d8951a0c6bb9348a9fcf9361299203935958981363c0521bd

Observation 29c9cb50-3692-4024-a85f-6c47c958113a · inbound

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework cites this paper.

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T19:57:25.519996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T19:57:25.519996Z digest=sha256:a889019bc3b0f99a5c7662be4196afe7cb4726ed75d418697586e8141b4cc5d7

Observation 9056e43a-8c9f-4223-824f-11538068d199 · inbound

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios cites this paper.

Reasoning Beyond the Obvious: Evaluating Divergent and Convergent Thinking in LLMs for Financial Scenarios Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T18:19:47.368140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:19:47.368140Z digest=sha256:29a495b177b217cfc4303376a999d0e37d17ec76cd1b0a4d66353f31c82bcfb3

Observation c0b7cd2d-78c1-4093-8d80-94bb2de6e160 · inbound

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information cites this paper.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.440398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.440398Z digest=sha256:7936dac7e1e1af0bb836442fac6cba1a2fff108386886e4b2de876f4a682be17

Observation 1411b88a-6749-4946-88a9-3403e3ec155d · inbound

Agent Learning via Early Experience cites this paper.

Agent Learning via Early Experience Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-04T10:48:04.961013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T10:48:04.961013Z digest=sha256:b11943804ebb2403b061a891fcc2a33dc784e5ac35fec1cd449aeab4525cc8ac

Observation 0ab04097-f0d9-426f-9c8f-f228e6217288 · inbound

Reasoning over Video: Evaluating How MLLMs Extract, Integrate, and Reconstruct Spatiotemporal Evidence cites this paper.

Reasoning over Video: Evaluating How MLLMs Extract, Integrate, and Reconstruct Spatiotemporal Evidence Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-15T11:29:58.747074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T11:28:29.772341Z digest=sha256:ea1aeea921f87bb42e80a43cdf8e64dd1bb930e0c18feff7c3d9d9549448db5b

Observation 53afc7d2-0197-411c-b3cf-10f96ddb39c0 · inbound

$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data cites this paper.

$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:46:06.782540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-09T15:08:53.731480Z digest=sha256:9251fa2abc72600b128f4da9d8c37f46d74abd35abaab46b7e8fe54be0a1f47a

Observation c9a7346b-4014-4385-8420-c00ac6913c96 · inbound

$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data cites this paper.

$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-01T00:55:12.136776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-01T00:48:54.797750Z digest=sha256:ccd7c297f545b4d7f67864fd48e0fc105cc4d05e834bb7b61bcd5fe38f52648b

Observation d2513a04-7035-4bb3-86c6-f94dcca3fa86 · inbound

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:27:56.460766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-06-27T10:01:45.332920Z digest=sha256:3335568b47e0ef64a762e312b18a40c693f24ae127badcc765082a7ace6a7d02