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Paper Citation Record · LEDGER

Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning

As of 13 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 0 inbound Pith citation observations for arXiv:2605.24844.

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

pith.paper-citation-record.v1
2605.24844 v2

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-30T11:46:27.873010Z

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb403e8f-4fb3-4c9c-bd1d-263eca9e5590 · outbound

This paper cites an unresolved cited work.

Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:46:06.848302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T11:46:27.873010Z digest=sha256:0e95b9a68ca3acf1694edd465daa8ebb2f824a05d1e5b37197c176a652189e46

Observation 3126165a-be7d-46e5-8e58-771dc2d8a30d · outbound

This paper cites igneous" vs.

Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning igneous" vs

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:06.850451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T11:46:27.873010Z digest=sha256:bf9e582db51e4cfa5d1eeef222bc0d9177bfe20c54aaa502c86ce234c558a031

Observation cb38b388-1288-466a-a965-b5c70108a2b2 · outbound

This paper cites an unresolved cited work.

Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-07-09T08:46:06.844541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T11:46:27.873010Z digest=sha256:48ae773760f3609c5c94936f84d84c83c5b92f8118f78bcd5ea854e09cb3cc03

Observation 1e788016-fe4f-48d8-8777-db61c69c227d · outbound

This paper cites score": 8,.

Geo-Expert: Towards Expert-Level Geological Reasoning via Parameter-Efficient Fine-Tuning score": 8,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-07-09T08:46:06.852552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-06-30T11:46:27.873010Z digest=sha256:e55efadb2a09fe9ad33357952f3c428f58a9c35f40eafa65d02629f42d827614

Pith citing papers

No inbound Pith citation observations are available.