Triple
T2199258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Need for Speed (2014 film) |
E50450
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Scott Waugh
Scott Waugh is an American film director and former stunt performer best known for helming high-octane action movies such as Act of Valor and Need for Speed.
|
E241419
|
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: Scott Waugh | Statement: [Need for Speed (2014 film), director, Scott Waugh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Waugh Context triple: [Need for Speed (2014 film), director, Scott Waugh]
-
A.
Martin McGrath
Martin McGrath is a cinematographer best known for his work on the 1991 Australian film "Proof."
-
B.
Stephen Smith
Stephen Smith is a member of the Smith family, known as the son of Benjamin A. Smith II.
-
C.
Stephen Smith
Stephen Smith was a pioneering American public health reformer and physician who played a key role in advancing modern public health systems in the United States.
-
D.
Scott Hipwell
Scott Hipwell is a key character in Paula Hawkins' psychological thriller "The Girl on the Train," portrayed as the enigmatic husband of Megan Hipwell whose behavior and secrets fuel the novel’s central mystery.
-
E.
Geordie Greig
Geordie Greig is a British journalist and newspaper editor best known for leading major UK titles including the Daily Mail and the Evening Standard.
- 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: Scott Waugh Triple: [Need for Speed (2014 film), director, Scott Waugh]
Generated description
Scott Waugh is an American film director and former stunt performer best known for helming high-octane action movies such as Act of Valor and Need for Speed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Waugh Target entity description: Scott Waugh is an American film director and former stunt performer best known for helming high-octane action movies such as Act of Valor and Need for Speed.
-
A.
Martin McGrath
Martin McGrath is a cinematographer best known for his work on the 1991 Australian film "Proof."
-
B.
Stephen Smith
Stephen Smith is a member of the Smith family, known as the son of Benjamin A. Smith II.
-
C.
Stephen Smith
Stephen Smith was a pioneering American public health reformer and physician who played a key role in advancing modern public health systems in the United States.
-
D.
Scott Hipwell
Scott Hipwell is a key character in Paula Hawkins' psychological thriller "The Girl on the Train," portrayed as the enigmatic husband of Megan Hipwell whose behavior and secrets fuel the novel’s central mystery.
-
E.
Geordie Greig
Geordie Greig is a British journalist and newspaper editor best known for leading major UK titles including the Daily Mail and the Evening Standard.
- 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_69a88b044ab48190add007487680f009 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abbf9e99f08190892d34485c8f2f25 |
completed | March 7, 2026, 6:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5dbb6e8481908610337cfd2a4bd1 |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae5e4a45a08190bd96af6cda06ab35 |
completed | March 9, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ec4a35c8190bffc7a183497e764 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:46 p.m.