Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T05:12:08.732274Z
Paper Citation Record · LEDGER
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs
As of 5 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2512.08935.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T16:02:08.088622Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-01T16:05:49.436899Z
Reference resolution
29 of 29 outbound references displayed
- verified exact6
- verified fuzzy3
- unresolved20
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 208e5f33-2a95-488d-8c45-0a35e452caf1 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.754107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 631b9a05-65b5-49e5-8c9a-9bc862f5d58c · outbound
This paper cites AutoAgents: A Framework for Automatic Agent Generation.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs AutoAgents: A Framework for Automatic Agent Generation
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T05:12:23.461885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 23b462f4-4c24-48ef-9f6c-404aac93fa52 · outbound
This paper cites LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T05:12:23.457015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6d0f9dae-b227-4dba-ab56-d49fa0fd377d · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.756780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 327d6c3a-fca4-4198-af23-ae18ca6cb131 · outbound
This paper cites International Conference on Learning Representations, ICLR.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs International Conference on Learning Representations, ICLR
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T05:12:23.726153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8431f1b4-5569-44b7-bc28-f7c44c7d2e0c · outbound
This paper cites we need structured output.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs we need structured output
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T05:12:23.703677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1004258-425e-4ecf-bff3-b285dc84c08a · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.748422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13d0d8ab-6c85-4b24-9351-2a02e8e828a1 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.729264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 882e8afc-aa4b-41b8-a1b3-ebf06f58995d · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.742249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 46519f4f-dccd-46db-8762-dbd92afae95d · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.744869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e28fc722-3dbd-4b7c-8471-cde7ef59b7a3 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.713158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 814d863f-478a-41eb-93ff-abd6c9eb9584 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.728929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 119f4c79-5b2e-4966-b122-920f477aa0b2 · outbound
This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T05:12:23.451990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a638bd44-9ead-402e-9788-5805ebf81606 · outbound
This paper cites Is ChatGPT a General-Purpose Natural Language Processing Task Solver?.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T05:12:23.447469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc892ce3-b8b6-41e1-a223-5d4c51f03fc8 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.683887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3697be93-5eb2-454d-9ef7-b9bbe9c5ec42 · outbound
This paper cites In2024 IEEE Conference on Software Testing, Verification and Validation (ICST).
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs In2024 IEEE Conference on Software Testing, Verification and Validation (ICST)
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T05:12:23.724519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 138a5525-ee8f-4ff0-bb5b-890ab2a8aa39 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.699695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 84d569ec-45e6-4ad9-8929-8363761d619d · outbound
This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T05:12:23.446621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ab33f510-1d38-46c1-8d3f-f0d5db1df624 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.739581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5f87b3ad-11b4-4397-bedf-b3669937776c · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.751643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5483c1eb-839b-4f19-ae7f-5d40ea12a14c · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.710979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aab88546-b9be-4c46-a898-599204bef2fd · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.737076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e976c97c-73b8-48f5-9c91-a776020c5c68 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.732799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 021621e5-82f9-4f98-96db-ed33977604ec · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.723472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6ef722e-be4b-46d3-9c9a-21e7adec605d · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.693727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1cf6380-a90a-4b27-888e-5cb7f4c7b9cc · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.689595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2d882ba7-bee3-49f7-9c18-2edbe09a19d2 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.707595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6d9c18a7-9458-45bd-bbe5-f113bd840483 · outbound
This paper cites an unresolved cited work.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T05:12:23.716395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 69361275-d05a-4b45-9454-940eb40f1204 · outbound
This paper cites Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions.
From Script to Stage: Automating Experimental Design for Social Simulations with LLMs Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T05:12:23.442510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation d4438727-2694-47de-afbf-6a781f501390 · inbound
Building an Atlas of Social Experiments to Link Studies, Reconcile Conflicts, and Bridge Gaps cites this paper.
Building an Atlas of Social Experiments to Link Studies, Reconcile Conflicts, and Bridge Gaps From Script to Stage: Automating Experimental Design for Social Simulations with LLMs
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T16:05:49.438103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.