Paper Citation Record · LEDGER

Towards Automated Scoping of AI for Social Good Projects

As of 19 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2504.20010.

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

pith.paper-citation-record.v1
2504.20010 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:41:21.084262Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact1
verified fuzzy3
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eaf2c557-df9d-4aca-b52b-8238e4e86385 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

Towards Automated Scoping of AI for Social Good Projects ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.956645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51860182-fcc0-4da6-9012-c1742a6c53aa · outbound

This paper cites M.; Gebru, T.; McMillan-Major, A.; and Shmitchell, S.

Towards Automated Scoping of AI for Social Good Projects M.; Gebru, T.; McMillan-Major, A.; and Shmitchell, S

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.961115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f13055fc-fe51-4f69-a86c-c944b7149864 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Towards Automated Scoping of AI for Social Good Projects Evaluating Large Language Models Trained on Code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.965050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb65bf4c-037b-48f9-86e7-14ac3701c6fa · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:41:21.673510Z

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.

Observation e42e1172-0ea8-458b-a6ee-de8b18a5bcaa · outbound

This paper cites C.; and Taddeo, M.

Towards Automated Scoping of AI for Social Good Projects C.; and Taddeo, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:41:21.661623Z

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.

Observation 4f100921-0332-49eb-8cd9-f38a4903fb90 · outbound

This paper cites M.; Zhu, L.; Merrill, M.

Towards Automated Scoping of AI for Social Good Projects M.; Zhu, L.; Merrill, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.977347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2e50393-19b5-48d8-881e-6ad8de0e012f · outbound

This paper cites Proof Artifact Co-training for Theorem Proving with Language Models.

Towards Automated Scoping of AI for Social Good Projects Proof Artifact Co-training for Theorem Proving with Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.980974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fab4ad2-36ee-4f6d-bdf8-b92bca17467e · outbound

This paper cites InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks.

Towards Automated Scoping of AI for Social Good Projects InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.984695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c722c77-297f-47ed-9b27-6c754423433e · outbound

This paper cites Autonomous LLM-driven research from data to human-verifiable research papers.

Towards Automated Scoping of AI for Social Good Projects Autonomous LLM-driven research from data to human-verifiable research papers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.988511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c24dcd4-26be-4fb0-b572-57e2e8d6ff44 · outbound

This paper cites Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers.

Towards Automated Scoping of AI for Social Good Projects Thor: Wielding Hammers to Integrate Language Models and Automated Theorem Provers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.992089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb169eb3-4997-4dbc-a316-1f1c3b7d3aab · outbound

This paper cites Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs.

Towards Automated Scoping of AI for Social Good Projects Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.995458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a22552aa-6bbe-406a-8fd0-82ac0a05c416 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Towards Automated Scoping of AI for Social Good Projects SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:20.998874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3464a219-a92d-4279-8fb4-a8b1b6e0c754 · outbound

This paper cites Conversational Agents as Catalysts for Critical Thinking: Challenging Design Fixation in Group Design.

Towards Automated Scoping of AI for Social Good Projects Conversational Agents as Catalysts for Critical Thinking: Challenging Design Fixation in Group Design

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.002177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39b5aa3c-70b7-4f05-9d58-dbcf8f833568 · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.005608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb422dfe-fb92-402d-a16f-3530bfe351ce · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:41:21.650201Z

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.

Observation 64a2bf57-24a2-48c8-a112-a4411aec3a6b · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Towards Automated Scoping of AI for Social Good Projects The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.012566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ff94af-5b83-45be-aa7f-8e677a1742d1 · outbound

This paper cites LLM Evaluators Recognize and Favor Their Own Generations.

Towards Automated Scoping of AI for Social Good Projects LLM Evaluators Recognize and Favor Their Own Generations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.016072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a319592-1240-49ae-9bc3-1caf61fa82e9 · outbound

This paper cites J.; Kang, S.; Byon, Y.-J.; and Kho, S.-Y.

Towards Automated Scoping of AI for Social Good Projects J.; Kang, S.; Byon, Y.-J.; and Kho, S.-Y

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:41:21.637161Z

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.

Observation 4249b76d-ec56-4a47-8fe3-c4f0e2312486 · outbound

This paper cites IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback.

Towards Automated Scoping of AI for Social Good Projects IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.022861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3bbcf4d-04c6-43e5-a1e0-631ae6b32421 · outbound

This paper cites Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation.

Towards Automated Scoping of AI for Social Good Projects Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.026392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5506831-28d0-4963-829e-1ac81517a5da · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:41:21.625065Z

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.

Observation d9e47dcc-a70e-423a-b00d-d3d9d07d355e · outbound

This paper cites Can Language Models Explain Their Own Classification Behavior?.

Towards Automated Scoping of AI for Social Good Projects Can Language Models Explain Their Own Classification Behavior?

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:41:21.211875Z

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.

Observation eda27624-48f5-471e-9c90-bef70fd983a7 · outbound

This paper cites Artificial Intelligence for Social Good: A Survey.

Towards Automated Scoping of AI for Social Good Projects Artificial Intelligence for Social Good: A Survey

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.036658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f803ddd-79d7-4ebf-938a-f978f49e1ef3 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

Towards Automated Scoping of AI for Social Good Projects Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.040376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d15ac1-63c5-4827-bd20-6385b7723dc6 · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:41:21.612661Z

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.

Observation 32b425d3-0f0e-4fca-919b-26ecfb153fdd · outbound

This paper cites Large Language Models are Inconsistent and Biased Evaluators.

Towards Automated Scoping of AI for Social Good Projects Large Language Models are Inconsistent and Biased Evaluators

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.047526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96c7b2e4-c17f-461f-b8f9-bb7f039bafcc · outbound

This paper cites MacGyver: Are Large Language Models Creative Problem Solvers?.

Towards Automated Scoping of AI for Social Good Projects MacGyver: Are Large Language Models Creative Problem Solvers?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.051106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f58b2bd6-0280-4c00-b73d-67d077e4c7f4 · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

Towards Automated Scoping of AI for Social Good Projects DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.054729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd36f06-6ab5-4d58-9674-6d00a1e41f34 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Towards Automated Scoping of AI for Social Good Projects Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.058465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9506c6b-2e11-4e31-a13f-5b9b065aad6b · outbound

This paper cites an unresolved cited work.

Towards Automated Scoping of AI for Social Good Projects Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:41:21.600559Z

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.

Observation 8c14da53-e91c-4225-80fc-34046c395d27 · outbound

This paper cites On Verbalized Confidence Scores for LLMs.

Towards Automated Scoping of AI for Social Good Projects On Verbalized Confidence Scores for LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.065573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81cfb91d-3bda-4f2e-8046-845ed764424d · outbound

This paper cites Large Language Models for Automated Open-domain Scientific Hypotheses Discovery.

Towards Automated Scoping of AI for Social Good Projects Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.069249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcd48dd-a5aa-4e46-8e58-9bf0787840b0 · outbound

This paper cites Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact.

Towards Automated Scoping of AI for Social Good Projects Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.073020Z

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Unavailable: canonical work link unavailable.

Observation 4508ff4c-4fd6-40bf-ab1a-eb0c8730435e · outbound

This paper cites u dder, B.; Gallucci, A.; Goffi, E. R.; Haase, C. B.; Hagendorff, T.; Kringen, P.; M \.

Towards Automated Scoping of AI for Social Good Projects u dder, B.; Gallucci, A.; Goffi, E. R.; Haase, C. B.; Hagendorff, T.; Kringen, P.; M \

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:41:21.587864Z

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.

Observation 3b63302c-011b-4733-9a68-df53e75514c3 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Towards Automated Scoping of AI for Social Good Projects , " * write output.state after.block = add.period write newline

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.080004Z

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Unavailable: canonical work link unavailable.

Observation c07fc6ad-5221-49fd-854c-df5924ce9a96 · outbound

This paper cites write newline.

Towards Automated Scoping of AI for Social Good Projects write newline

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:41:21.084262Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.