Paper Citation Record · LEDGER

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task

As of 22 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2505.18703.

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

pith.paper-citation-record.v1
2505.18703 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:29:39.128261Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:47.803749Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T11:39:48.734497Z

Reference resolution

49 of 49 outbound references displayed

verified exact7
verified fuzzy1
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9e9db96-f6c0-4c00-8a8e-c60ae4743218 · outbound

This paper cites online" 'onlinestring :=.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.041745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978fb612-8412-4dc6-863c-ffe2ce269e53 · outbound

This paper cites write newline.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.099952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318ae395-5dad-465b-b0ec-43d6de44df9b · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.229115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ba876dc-df8e-48f7-a7c1-25797efad4ff · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.316338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 162cb7be-163a-4a42-9db3-7e63213e0a52 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T14:29:41.248159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cad0d0ff-9c80-4afc-ae30-7f42255efb8c · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.510314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b50769e-bb7a-4707-9d0c-5df5f11e1213 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.542436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e81306-9102-4275-a0da-0f74b98c1dbb · outbound

This paper cites Fernando S \' a nchez - Rada, and Carlo Strapparava.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Fernando S \' a nchez - Rada, and Carlo Strapparava

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:29:43.406691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65bea179-772a-4269-be8e-5c4d69f34fdd · outbound

This paper cites MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment Analysis

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:29:41.047479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 465abb05-1758-464e-9b0e-9e25cc3ee7b8 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.738092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3acd0436-abb3-4d28-9e6e-fad080db2efb · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.800864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf888c2-4051-4945-896b-ad15e65b92bb · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.876032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 152cd329-6f0a-4480-a153-4fbfde97a411 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T14:29:42.069839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8eaa9765-cc0a-4d25-b25c-5502eeadfeed · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:35.984458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a4c52db-4f14-41e6-873e-3823f4f9ad02 · outbound

This paper cites Mistral 7B.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Mistral 7B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.027451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d93a7a2-256b-4c10-b9ad-4e0b5a71e4f0 · outbound

This paper cites Mixtral of Experts.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Mixtral of Experts

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.076025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702e7693-6686-47ac-8ec8-542fb85ee36b · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.153800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f82251-d616-475f-a0b8-0b217a099a95 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.200868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcaba561-b43a-4289-a655-b1c8ba2b8b8e · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.242034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29e1d17f-c7e0-4721-b783-f6271faa637e · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.300829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa96113-ce2b-4a69-ab6c-76b44eb528dc · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.361410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5605d2eb-9584-45d7-bdf4-42037dfee470 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:43.166659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2c4d03de-935d-42d3-a222-ef297d2c7b08 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-07T14:29:40.562647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b530d70c-4185-4f19-a2be-6af1d97feaca · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.572157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 523c5bb0-d980-457d-bce5-3eb978300f95 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.646048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ebce2b-02e1-4ae8-aeba-8cf220bb6780 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Gemma: Open Models Based on Gemini Research and Technology

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.697118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe01124a-b481-4e08-818f-3ed8ea404aef · outbound

This paper cites GPT-4 Technical Report.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task GPT-4 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.742165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a2f27b0-2ced-4059-97b6-b21934d64f9f · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.792338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c102a62-94ee-4ab5-ba84-6651ee3a7f6d · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T14:29:40.250442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 84552b40-e531-4775-9fae-7e8acb4e2710 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.890238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ccba42-d192-409e-8a3d-9866e7d1a4e0 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.940288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b306698a-ef86-40c4-adf9-6db0d004ef4e · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:36.973698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba51c084-f4bf-4d10-bc5f-247c219c4574 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-07T14:29:37.045645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ab765a-aa77-42c4-9fc1-3480860a89ae · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:43.027032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8daf6de2-30e7-41a4-9add-e76aefc23f14 · outbound

This paper cites Fernando S \' a nchez - Rada, Carlos Angel Iglesias, Ignacio Corcuera, and Oscar Araque.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Fernando S \' a nchez - Rada, Carlos Angel Iglesias, Ignacio Corcuera, and Oscar Araque

Reference 36

Resolution: verified exact; doi, observed 2026-08-07T14:29:39.837925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4c54cc36-e735-48d0-86d3-4e7385ebf251 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:42.841070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9bde850d-11ad-4c4e-bb6d-253f35e06d89 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:37.411132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ead2d4-6ac5-43ef-a59d-9d52a9a61f1c · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:42.682329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3caccccd-a21a-479f-af7f-44097dd708cf · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task LLaMA: Open and Efficient Foundation Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:37.545745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c0212e9-1220-441a-b25c-36a1d53a6fa7 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:42.531222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 492d1d32-f575-4e50-8435-7c38e309c594 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:29:42.380702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 23e66a28-0f7b-4144-9414-0ad01406c08c · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:38.019630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0a89a2-dccc-4a6b-b060-472e840c0b75 · outbound

This paper cites Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:38.243365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26650d8e-c43a-4a30-95a4-65f1df7052d0 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:38.393844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33c5ef1c-6264-40e5-bd74-32bbf980cd86 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:38.595176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1926ca4-d3e9-4655-bdaa-ae89210b3134 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 47

Resolution: verified exact; doi, observed 2026-08-07T14:29:39.522611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6fea0a44-59d6-4be9-b87a-7117a9859a81 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:38.890808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a5aa71-fb02-4b18-bdee-ebe8c025fda0 · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 49

Resolution: verified exact; doi, observed 2026-08-07T14:29:39.335457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 93ab3c48-9dd9-4842-a6dc-d82e0bbf079e · outbound

This paper cites an unresolved cited work.

Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:39.128261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c5e1ca75-344d-4812-b4bb-a6c3cc42fc05 · inbound

Towards Temporal Knowledge-Base Creation for Fine-Grained Opinion Analysis with Language Models cites this paper.

Towards Temporal Knowledge-Base Creation for Fine-Grained Opinion Analysis with Language Models Towards Semantic Integration of Opinions: Unified Opinion Concepts Ontology and Extraction Task

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:39:48.739336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.