Paper Citation Record · LEDGER

Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2408.05534.

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

pith.paper-citation-record.v1
2408.05534 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:20:48.430892Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T21:03:58.382657Z

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 cbb663ca-e99b-46b8-b065-aa8e1c247304 · inbound

Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants cites this paper.

Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T11:20:48.430892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1edae590-5960-47ce-8c35-8b18e18ca455 · inbound

Towards Conversational Development Environments: Using Theory-of-Mind and Multi-Agent Architectures for Requirements Refinement cites this paper.

Towards Conversational Development Environments: Using Theory-of-Mind and Multi-Agent Architectures for Requirements Refinement Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:53.844871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b908e65c-c390-4ced-a2e4-7381a862cf45 · inbound

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark cites this paper.

Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T00:55:54.664177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60586c25-0478-4c76-8e1e-df1c8846dc31 · inbound

Leveraging Language Models for Log Statement Generation in Multilingual Scenarios: How Far Are We? cites this paper.

Leveraging Language Models for Log Statement Generation in Multilingual Scenarios: How Far Are We? Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:03:58.384176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2fc61731-528a-44a4-bdfd-c1b9a0419820 · inbound

ECLAIR: A Causally-Grounded AI Framework for Scientific Discovery in Empirical Software Engineering cites this paper.

ECLAIR: A Causally-Grounded AI Framework for Scientific Discovery in Empirical Software Engineering Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T09:21:22.178934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6b15a9-ae78-4ae3-a65f-aed863554a21 · inbound

ECLAIR: A Causally-Grounded AI Framework for Scientific Discovery in Empirical Software Engineering cites this paper.

ECLAIR: A Causally-Grounded AI Framework for Scientific Discovery in Empirical Software Engineering Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:09.599246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.