Triple
T2834956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Planes, Trains and Automobiles |
E62326
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | John Hughes |
E302654
|
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: John Hughes | Statement: [Planes, Trains and Automobiles, screenwriter, John Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Hughes Context triple: [Planes, Trains and Automobiles, screenwriter, John Hughes]
-
A.
John Hughes
chosen
John Hughes was an influential American filmmaker and screenwriter best known for his iconic 1980s teen comedies and heartfelt coming-of-age films such as "The Breakfast Club," "Sixteen Candles," and "Ferris Bueller's Day Off."
-
B.
John Hughes
John Hughes was a 19th-century Irish-born American Catholic archbishop of New York who played a major role in expanding Catholic education in the United States.
-
C.
Ivan Reitman
Ivan Reitman was a Canadian-American film director and producer best known for directing hit comedies such as "Ghostbusters," "Stripes," and "Kindergarten Cop."
-
D.
John F. Hughes
John F. Hughes is a computer scientist known for his contributions to computer graphics and as a co-author of the influential textbook "Computer Graphics: Principles and Practice."
-
E.
John Landis
John Landis is an American film director, producer, and screenwriter best known for influential comedies and genre films such as "Animal House," "The Blues Brothers," and "An American Werewolf in London."
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdeea881481908d759c72798a50fb |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03133de8c8190942c727b89c81b28 |
completed | March 10, 2026, 2:56 p.m. |
Created at: March 6, 2026, 10:01 p.m.