Paper Citation Record · LEDGER

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development

As of 6 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.21268.

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

pith.paper-citation-record.v1
2607.21268 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:01:09.500783Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76501011-f695-4158-a9d1-1afa996d03ad · outbound

This paper cites The AI scientist: Towards fully automated open-ended scientific discovery, 2024.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development The AI scientist: Towards fully automated open-ended scientific discovery, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.724979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66914b8-028d-4a3c-a5ec-68619836ca07 · outbound

This paper cites Agent Laboratory: Using LLM agents as research assistants.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Agent Laboratory: Using LLM agents as research assistants

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.733920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923ae18a-3254-45ef-97c9-dce859675e2f · outbound

This paper cites Towards an AI co-scientist, 2025.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Towards an AI co-scientist, 2025

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.744690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd0b03de-c4db-46bf-a3e7-79a12106f743 · outbound

This paper cites an unresolved cited work.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.757188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143596e1-619d-4d81-b6a0-3bf40829bb80 · outbound

This paper cites Christensen and Edward Miguel.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Christensen and Edward Miguel

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.768519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c6d97f-06e4-4f92-beaf-d42ff6973824 · outbound

This paper cites The use of structural models in econometrics.Journal of Economic Perspectives, 31(2):33–58, 2017.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development The use of structural models in econometrics.Journal of Economic Perspectives, 31(2):33–58, 2017

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.778035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15687d0-b4c9-4fb1-b882-ca26c7c4fa54 · outbound

This paper cites Survey of hallucination in natural language generation.ACM Computing Surveys, 55(12):1–38, 2023.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Survey of hallucination in natural language generation.ACM Computing Surveys, 55(12):1–38, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.787172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98cdd19d-2480-4f32-bd69-2843809c92eb · outbound

This paper cites Autonomous LLM-driven research from data to human-verifiable research papers.NEJM AI, 2(1), 2025.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Autonomous LLM-driven research from data to human-verifiable research papers.NEJM AI, 2(1), 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.795331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95fd9247-52bf-49fa-8983-d940600f3a83 · outbound

This paper cites From intention to implementation: Automating biomedical research via LLMs.Science China Information Sciences, 68(7):170105, 2025.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development From intention to implementation: Automating biomedical research via LLMs.Science China Information Sciences, 68(7):170105, 2025

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.803138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce4e4fc-27d5-43c0-8a9f-1a4a6974121b · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development MetaGPT: Meta programming for a multi-agent collaborative framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.810514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae906fbd-9f3a-4fd2-a9b1-1205f6f56046 · outbound

This paper cites ChatDev: Communicative agents for software development.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development ChatDev: Communicative agents for software development

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.818453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b01d3a-3e47-418e-9c9d-27e56a866778 · outbound

This paper cites CAMEL: Communicative agents for “mind” exploration of large language model society.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development CAMEL: Communicative agents for “mind” exploration of large language model society

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.827146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcfea7bb-18fd-4d38-b099-80024d477d01 · outbound

This paper cites Chawla, Olaf Wiest, and Xiangliang Zhang.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Chawla, Olaf Wiest, and Xiangliang Zhang

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.837859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb9f7c0-9c07-419d-9a60-57611956267a · outbound

This paper cites AutoGen: Enabling next-gen LLM applications via multi-agent conversations.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development AutoGen: Enabling next-gen LLM applications via multi-agent conversations

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.853106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb860b5e-4719-4a1a-8823-beecd8efa1f8 · outbound

This paper cites Narasimhan, and Yuan Cao.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Narasimhan, and Yuan Cao

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.866590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1e14e5f-099e-4d3a-b40b-a9ce2578b9aa · outbound

This paper cites Self-Refine: Iterative refinement with self-feedback.Advances in Neural Information Processing Systems, 36:46534–46594, 2023.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Self-Refine: Iterative refinement with self-feedback.Advances in Neural Information Processing Systems, 36:46534–46594, 2023

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.917004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff34db3-53d4-4468-873f-432f97e75767 · outbound

This paper cites HLER: Human-in-the-loop economic research via multi-agent pipelines for empirical discovery, 2026.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development HLER: Human-in-the-loop economic research via multi-agent pipelines for empirical discovery, 2026

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:08.990951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a45cb4-e0a7-4905-8ec6-d7478a6b198b · outbound

This paper cites (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development (Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.075799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e30a3f3-f1d7-4257-af6b-9712487d6463 · outbound

This paper cites pAI/MSc: ML Theory Research with Humans on the Loop.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development pAI/MSc: ML Theory Research with Humans on the Loop

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.148545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9182976-12f6-4207-97fd-d1bb54487381 · outbound

This paper cites Human-in-the-loop machine learning: a state of the art.Artificial Intelligence Review, 56(4):3005– 3054, 2023.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Human-in-the-loop machine learning: a state of the art.Artificial Intelligence Review, 56(4):3005– 3054, 2023

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.255871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313d7a0c-b4f7-4861-97aa-b54b15a84006 · outbound

This paper cites Human-in-the-loop software development agents.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Human-in-the-loop software development agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.294514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea1374b4-3396-4466-b8b8-479dc2427191 · outbound

This paper cites Artifacts in the A&A meta-model for multi-agent systems.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Artifacts in the A&A meta-model for multi-agent systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.361239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c92fa2af-201b-4fd1-9025-d4702a670ccb · outbound

This paper cites Tenenbaum, and Igor Mordatch.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development Tenenbaum, and Igor Mordatch

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.434564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7fbcd3e-2ffe-48bc-90fe-051b87203c5c · outbound

This paper cites US Monopoly candy market.

pAI-Econ-claude: A Gated Human-in-the-Loop Multi-Agent Architecture for AI-Assisted Economic Theory Development US Monopoly candy market

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T08:01:09.500783Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.