Triple
T920716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O'Reilly Media |
E19876
|
entity |
| Predicate | formerName |
P65
|
FINISHED |
| Object | O'Reilly & Associates |
E19876
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: O'Reilly & Associates | Statement: [O'Reilly Media, formerName, O'Reilly & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'Reilly & Associates Context triple: [O'Reilly Media, formerName, O'Reilly & Associates]
-
A.
O'Reilly Media
chosen
O'Reilly Media is a prominent technology and learning company known for its influential tech books, online training, and conferences that have shaped modern software and internet culture.
-
B.
Addison-Wesley
Addison-Wesley is a prominent American publishing company known for its influential textbooks and professional books in science, engineering, and computer science.
-
C.
Tim O'Reilly
Tim O'Reilly is a prominent technology publisher, author, and founder of O'Reilly Media, known for popularizing terms like "open source" and "Web 2.0" and for his influential role in shaping the modern tech industry.
-
D.
O'Reilly Online Learning platform
O'Reilly Online Learning platform is a subscription-based digital learning service offering technical and business content such as books, videos, and interactive courses for professionals.
-
E.
West Publishing Company
West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a493a099788190a696d9d8408cbaf4 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3120dbc81908362158fe3ffa889 |
completed | March 1, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7ee094c94819093578c949db7ded9 |
completed | March 4, 2026, 8:32 a.m. |
Created at: March 1, 2026, 7:40 p.m.