Triple
T2199274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Need for Speed (2014 film) |
E50450
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Tobey Marshall
Tobey Marshall is a skilled street racer and mechanic who becomes the protagonist seeking revenge and redemption in the 2014 action film "Need for Speed."
|
E241424
|
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: Tobey Marshall | Statement: [Need for Speed (2014 film), mainCharacter, Tobey Marshall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobey Marshall Context triple: [Need for Speed (2014 film), mainCharacter, Tobey Marshall]
-
A.
Tobin Powell Heath
Tobin Powell Heath is an American professional soccer player renowned as a creative winger and multiple-time FIFA Women's World Cup champion with the United States women's national team.
-
B.
Quavious Keyate Marshall
Quavious Keyate Marshall is an American rapper, singer, and songwriter best known as Quavo, a member of the hip-hop trio Migos and a prominent figure in modern trap music.
-
C.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
D.
Darnell Scott
Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
-
E.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
- 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: Tobey Marshall Triple: [Need for Speed (2014 film), mainCharacter, Tobey Marshall]
Generated description
Tobey Marshall is a skilled street racer and mechanic who becomes the protagonist seeking revenge and redemption in the 2014 action film "Need for Speed."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobey Marshall Target entity description: Tobey Marshall is a skilled street racer and mechanic who becomes the protagonist seeking revenge and redemption in the 2014 action film "Need for Speed."
-
A.
Tobin Powell Heath
Tobin Powell Heath is an American professional soccer player renowned as a creative winger and multiple-time FIFA Women's World Cup champion with the United States women's national team.
-
B.
Quavious Keyate Marshall
Quavious Keyate Marshall is an American rapper, singer, and songwriter best known as Quavo, a member of the hip-hop trio Migos and a prominent figure in modern trap music.
-
C.
Jason Williams
Jason Williams is the brother of American actress Michelle Williams.
-
D.
Darnell Scott
Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
-
E.
Isaiah Rogers
Isaiah Rogers was a prominent 19th-century American architect known for pioneering hotel design and contributing major public buildings in the United States.
- 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.