Triple
T16229459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Boys |
E393940
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Doug Richardson |
E1064267
|
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: Doug Richardson | Statement: [Bad Boys, screenwriter, Doug Richardson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doug Richardson Context triple: [Bad Boys, screenwriter, Doug Richardson]
-
A.
Doug Richardson
chosen
Doug Richardson is an American screenwriter best known for his work on high-profile action films, including the sequel Die Hard 2.
-
B.
Jim Richards
Jim Richards is a celebrated New Zealand-born racing driver renowned for his multiple championship victories and long-standing success in Australian touring car and motorsport events.
-
C.
Lee Richardson
Lee Richardson was an American character actor known for his work in film, television, and theater, often appearing in dramas and thrillers throughout the latter half of the 20th century.
-
D.
Lee Richardson
Lee Richardson was a prominent local figure in Garden City, Kansas, whose contributions to the community led to the city’s main zoo being named in his honor.
-
E.
David Richardson
David Richardson is an editor, likely involved in preparing or overseeing the content of a work or publication referred to as "Special ID."
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2889688190ac04e4e9479cabf4 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f3bd07c81909612f641796deef7 |
completed | May 10, 2026, 9:26 a.m. |
Created at: April 10, 2026, 5:03 a.m.