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Paper Citation Record · LEDGER

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection

As of 14 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2412.20414.

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

pith.paper-citation-record.v1
2412.20414 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:24:46.123306Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

11 of 11 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b5eedf6-8553-44e1-a76a-9fcd9660fb04 · outbound

This paper cites an unresolved cited work.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:46.248023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.082935Z digest=sha256:09092f73060ab8435746fcea8922d6e84cef299b83a560959e7ad2c4608be8e9

Observation bc8d6438-3143-4389-9670-dcaea963b4fb · outbound

This paper cites an unresolved cited work.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T23:24:46.237786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.087206Z digest=sha256:f86ae9b823494cdc4afd92a8b0c9392208fb7376c7993495e29992b4c5468a32

Observation 6183b2cf-b81e-47e4-b592-34cc1bd941ea · outbound

This paper cites BeirutRaficHaririInternationalAirport.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection BeirutRaficHaririInternationalAirport

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T23:24:46.090916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:24:46.090916Z digest=sha256:141056751701cde5804623f57427f765c67986f9f3072ee3cb0419aaee9b1924

Observation 404918e8-c737-4136-9c20-eaaa834c21c2 · outbound

This paper cites an unresolved cited work.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T23:24:46.094992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:24:46.094992Z digest=sha256:1a83262a538987ff47ad2fb5ddd164400666ddf92273a924a77c57e017ebcb2e

Observation 88c501ae-b4a2-4941-a36e-6bb838c62f8c · outbound

This paper cites an unresolved cited work.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T23:24:46.101380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:24:46.101380Z digest=sha256:cb05056812dfdb7e96b15e7c4ed57d26a2b9328bd8c51a13fbcbf1e2ca0fbb65

Observation 6dd0839c-8a43-4e96-9754-2cbc712e5b2e · outbound

This paper cites mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-10T23:24:46.181323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.104973Z digest=sha256:5076afc793b0fd4e4a6a001c7f9b833ff519cccb5321c09b11220fd277fda72c

Observation 7034b474-8541-425a-9c09-b0e310588d4f · outbound

This paper cites GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding.

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T23:24:46.108719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T23:24:46.108719Z digest=sha256:2ae34783844e29713a12bfca2e3d9385f951bed741c319ca75e92c07059f3b46

Observation c3c74e6f-c5b4-450d-9f7e-e3d83e10fc40 · outbound

This paper cites (2024, March21).

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection (2024, March21)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:46.222611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.112234Z digest=sha256:fcc4563b37e07be335f76149fa48751b966d0a18420828a76293cdf4b2a581b8

Observation e09ec142-dfa5-40d7-83d6-df41154bb26e · outbound

This paper cites (2024, March 21).

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection (2024, March 21)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:46.213152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.116353Z digest=sha256:421b25ce5e354c62a05d9592d7ae62dfbebffbfd5dd54e641d8b58940509650c

Observation 8d601611-cd4d-408a-8f3c-efe8438e759a · outbound

This paper cites (2024, March 21).

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection (2024, March 21)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:46.203572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.119799Z digest=sha256:557e9824518ca0bd615a3fa545561c8da7e9daed91707fb6257c723d4caf2205

Observation 1143a85c-d156-414a-9c61-f86b26488f6b · outbound

This paper cites (2024, March 21).

Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection (2024, March 21)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T23:24:46.192674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-10T23:24:46.123306Z digest=sha256:268e69b234b9ac588988961b12513999c4f6a9a1420fc36c9f25ba543e1497dd

Pith citing papers

No inbound Pith citation observations are available.