Paper Citation Record · LEDGER

MIR: Methodology Inspiration Retrieval for Scientific Research Problems

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2506.00249.

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

pith.paper-citation-record.v1
2506.00249 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:14:41.953363Z

measured 24 of 24 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 2026-08-06T20:45:12.694120Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T20:45:13.946139Z

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy8
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d6a1e8b2-9a4f-47a8-9977-fb413e8ec5f2 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:46.834117Z

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 a364d54c-5b1c-4c43-9ff8-85e5631d4c13 · outbound

This paper cites - Methodology (M): Approaches, techniques, or procedures used.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems - Methodology (M): Approaches, techniques, or procedures used

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:46.595811Z

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 9b3461e7-d491-413e-bc13-1508e92d7fc1 · outbound

This paper cites FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:39.876360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 002b5f6f-a611-4592-be92-6019c5cc05ca · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:46.213715Z

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 87144709-f665-4254-8b7f-beb3542128af · outbound

This paper cites reasoning.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems reasoning

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:14:42.258827Z

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 79c18445-f96d-4acf-865a-ba7c78fe0546 · outbound

This paper cites Note that there can be two aspects as part of the sentence as well.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Note that there can be two aspects as part of the sentence as well

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:46.347197Z

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 e210c000-57c5-4ef8-9e47-4ed7cfe4d79b · outbound

This paper cites - Identify and list out core problems Research Proposal aims to solve.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems - Identify and list out core problems Research Proposal aims to solve

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:46.031921Z

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 8100d7b9-15af-401f-a2d2-dcc4c3406eb6 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:45.874724Z

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 49e6e6e4-762d-4f71-b876-24dc8ebf1858 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:45.761743Z

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 7abadcb5-e10e-4744-96e7-eef5bf0dd4d5 · outbound

This paper cites speaker commitment.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems speaker commitment

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:45.463879Z

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 32052d93-e6bc-47f7-ae65-04331911eb66 · outbound

This paper cites Relevance Score: 1.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Relevance Score: 1

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:45.249687Z

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 dfd6e559-61e9-4ad7-84b5-6ad5d83ec35c · outbound

This paper cites problem_proximity_score.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems problem_proximity_score

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:44.994473Z

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 be067fec-4a91-46bc-8e9f-246001d121a3 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:44.678233Z

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 19cfb760-8f76-4f62-9ccb-78b5c3393665 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:44.407231Z

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 e4a72575-1045-444d-9ee2-346886573c8f · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:44.104585Z

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 5f3dae50-6a40-4866-a778-29778e8f0a02 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:43.818877Z

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 e995eec5-9983-437a-b9a8-e2b8dd990b43 · outbound

This paper cites Difficulties in evaluating the quality of generated knowledge in low-resource settings.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Difficulties in evaluating the quality of generated knowledge in low-resource settings

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:43.456534Z

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 c8812d2e-98e1-4a2a-b05c-0d65220d65c4 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:43.180435Z

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 6e7607d1-542c-4fa0-ab9e-ab29d5dcdc73 · outbound

This paper cites an unresolved cited work.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:14:42.932411Z

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 cf535b0e-9176-4055-8366-57eceb7d4e91 · outbound

This paper cites How to incorporate visual information into language learning/understanding.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems How to incorporate visual information into language learning/understanding

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:14:42.634958Z

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 d6b599bd-3576-485d-8504-a18f4945a2b0 · outbound

This paper cites SPECTER: Document-level Representation Learning using Citation-informed Transformers.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems SPECTER: Document-level Representation Learning using Citation-informed Transformers

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:39.710451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99ed865-5e7a-4a00-81cc-77ef9a5cf01c · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:40.026678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ba4e54-cadb-438b-a1e8-32b69801bafe · outbound

This paper cites BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:39.816485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ab834e80-179a-4895-a91a-f99630efa8a0 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research MIR: Methodology Inspiration Retrieval for Scientific Research Problems

Reference 227

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:45:13.951245Z

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.