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Paper Citation Record · LEDGER

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education

As of 18 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2505.04916.

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

pith.paper-citation-record.v1
2505.04916 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:20:32.107089Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

7 of 7 outbound references displayed

  • verified exact5
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd8607ec-cd48-4a83-a578-e6a7a0c99dc1 · outbound

This paper cites an unresolved cited work.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-15T23:20:32.270972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:20:32.074813Z digest=sha256:0f351a67fe0d3020e75ece60b0482bfd3e11ae7c0c3945dd86cfc6a0548866cc

Observation f7aa5d71-e0cb-4cb5-a599-e691885b3489 · outbound

This paper cites Choudhary, S., Jaiswal, H.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Choudhary, S., Jaiswal, H

Reference 2

Resolution
verified exact
doi, observed 2026-08-15T23:20:32.257054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:20:32.080341Z digest=sha256:904150b4e3294cf865cdd8d81ab429be56a439189e18cf46f79f893ace8c2ab2

Observation 22906023-5028-432c-bc17-6176409badb9 · outbound

This paper cites Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T23:20:32.097119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:20:32.097119Z digest=sha256:3a3283361ce63c315f2b33dc3e2293808fde5f9da3bf53ea2ca8ce06174b8401

Observation 0f07558f-729c-400d-a46e-2aed8099868a · outbound

This paper cites Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-15T23:20:32.107089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:20:32.107089Z digest=sha256:ad9c2334aaaff24aa1c2bbdc59d7a5892088ca30bed558ba6f50cfac337af188

Observation e746395b-db10-40fd-8ac9-8c81b1b596a4 · outbound

This paper cites & Jamnik, M.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education & Jamnik, M

Reference 81

Resolution
verified exact
raw_fallback, observed 2026-08-15T23:20:32.362961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:20:32.085280Z digest=sha256:df37a39cdeb0f206c2d452604c424a35d6f83b0a978cf6fd0df01601a51ba907

Observation ee453867-2e1c-4282-8974-14eee9ac9190 · outbound

This paper cites an unresolved cited work.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Unresolved cited work

Reference 148

Resolution
verified exact
doi, observed 2026-08-15T23:20:32.242106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:20:32.089853Z digest=sha256:6dccc6770e7a872b24c4f19ad1c7c0f01f9dc9cab5dbcfc447eec9e0698416ba

Observation 22f0d3ab-0b3c-4f97-978e-84eab64e49ad · outbound

This paper cites an unresolved cited work.

An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education Unresolved cited work

Reference 7056

Resolution
verified exact
doi, observed 2026-08-15T23:20:32.158081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:20:32.102221Z digest=sha256:12314ff235688c132ceb1e8027c1714e341f359e8914c26201c4d8b0f275b162

Pith citing papers

No inbound Pith citation observations are available.