Triple
T8085528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Bennett series |
E188721
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Michael Ledwidge
Michael Ledwidge is an American novelist best known for coauthoring several bestselling thrillers with James Patterson, including entries in the Michael Bennett series.
|
E711683
|
NE FINISHED |
How this triple was built (4 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: Michael Ledwidge | Statement: [Michael Bennett series, coAuthor, Michael Ledwidge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Ledwidge Context triple: [Michael Bennett series, coAuthor, Michael Ledwidge]
-
A.
James Dunne
James Dunne is a songwriter best known for co-writing the hit ballad "Nobody Loves Me Like You Do," popularized by Anne Murray and later Whitney Houston.
-
B.
Martyn Fleming
Martyn Fleming is a fictional character from the 1992 British romantic drama film "Damage," directed by Louis Malle and based on Josephine Hart's novel.
-
C.
William Tummel
William Tummel was a Hollywood film assistant director who received an Academy Award for his work in the early years of the Oscars.
-
D.
John Worsfold
John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
-
E.
Martin Wynne
Martin Wynne is a British academic and linguist specializing in English language and corpus linguistics, known for his leadership in digital humanities and language resource infrastructure.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Michael Ledwidge Triple: [Michael Bennett series, coAuthor, Michael Ledwidge]
Generated description
Michael Ledwidge is an American novelist best known for coauthoring several bestselling thrillers with James Patterson, including entries in the Michael Bennett series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Ledwidge Target entity description: Michael Ledwidge is an American novelist best known for coauthoring several bestselling thrillers with James Patterson, including entries in the Michael Bennett series.
-
A.
James Dunne
James Dunne is a songwriter best known for co-writing the hit ballad "Nobody Loves Me Like You Do," popularized by Anne Murray and later Whitney Houston.
-
B.
Martyn Fleming
Martyn Fleming is a fictional character from the 1992 British romantic drama film "Damage," directed by Louis Malle and based on Josephine Hart's novel.
-
C.
William Tummel
William Tummel was a Hollywood film assistant director who received an Academy Award for his work in the early years of the Oscars.
-
D.
John Worsfold
John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
-
E.
Martin Wynne
Martin Wynne is a British academic and linguist specializing in English language and corpus linguistics, known for his leadership in digital humanities and language resource infrastructure.
- F. None of above. chosen
Provenance (5 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb415f73808190b69db386b447062e |
completed | March 31, 2026, 3:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6402e41c819095442775938d4282 |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc68647cec81909736383fbe73d2e8 |
completed | April 1, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69b93bbc8190be2338182dd57b17 |
completed | April 1, 2026, 12:41 a.m. |
Created at: March 30, 2026, 5:29 p.m.