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Paper Citation Record · LEDGER

Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.01346.

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

pith.paper-citation-record.v1
2408.01346 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:35:46.260925Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:48:30.290778Z

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 19aeb70a-ef76-4a70-944c-b09313102e93 · inbound

Extracting Participation in Collective Action from Social Media cites this paper.

Extracting Participation in Collective Action from Social Media Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-10T20:48:30.323371Z

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.

source=arxiv_source observed=2026-08-10T20:48:27.504741Z digest=sha256:e7401a07a825cfcdea38c179f1e25137e75948b6eff3cd1b2212c658b9f3d512

Observation e885b328-1091-4d87-a52f-08af2ec12462 · inbound

A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks cites this paper.

A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks

Reference 2004

Resolution
unresolved
no resolver link, observed 2026-08-16T05:35:46.260925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:35:46.260925Z digest=sha256:1b99dcfd407168c5702e8b81aed8f0d9e52c18af0373c48946d241efffd2553a

Observation 69f13df8-e158-454c-991e-aec8d6169c75 · inbound

MemoCoder: Automated Function Synthesis using LLM-Supported Agents cites this paper.

MemoCoder: Automated Function Synthesis using LLM-Supported Agents Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T18:13:23.093351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:13:23.093351Z digest=sha256:fbce828f241a20943321001af8e9b25ad8d0999bebdf3c2af6c38217535165f5