Triple
T14321535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Flanagan |
E355100
|
entity |
| Predicate | hasWrittenFor |
P11775
|
FINISHED |
| Object | O'Reilly Media |
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 Media | Statement: [David Flanagan, hasWrittenFor, O'Reilly Media]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O'Reilly Media Context triple: [David Flanagan, hasWrittenFor, O'Reilly Media]
-
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.
O’Reilly Library
O’Reilly Library is the main academic library of Dublin City University, providing study spaces, print and digital collections, and research support for students and staff.
-
C.
O'Reilly
O'Reilly is an Irish surname borne by numerous notable figures in business, politics, and the arts, and is associated with one of Ireland’s historic Gaelic families.
-
D.
O'Reilly
O'Reilly is a well-known rainforest retreat and eco-tourism destination in the Gold Coast hinterland of Queensland, Australia, famed for its scenic mountain setting and access to Lamington National Park.
-
E.
Morgan Kaufmann
Morgan Kaufmann is a prominent academic and professional publishing imprint known for influential books in computer science and engineering.
- 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_69d8278ed42c8190b9f882dcce611347 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de883bf71c8190a9a092a025cf98f0 |
completed | April 14, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd468e263c81909d7261bcfd949579 |
completed | May 8, 2026, 2:12 a.m. |
Created at: April 10, 2026, 1:13 a.m.