Triple
T7561093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taken |
E178794
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Bryan Mills
Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
|
E680577
|
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: Bryan Mills | Statement: [Taken, mainCharacter, Bryan Mills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bryan Mills Context triple: [Taken, mainCharacter, Bryan Mills]
-
A.
Chris Ridenhour
Chris Ridenhour is a film composer known for scoring numerous low-budget genre movies, including works produced by The Asylum.
-
B.
Brian Sipe
Brian Sipe is a former NFL quarterback best known for his MVP-winning 1980 season with the Cleveland Browns as leader of the "Kardiac Kids."
-
C.
Richard Mullen
Richard Mullen is an American record producer and engineer best known for his work on Stevie Ray Vaughan’s landmark blues-rock albums, including "Texas Flood."
-
D.
Russell Shoatz
Russell Shoatz was an American Black liberation activist, former Black Panther, and political prisoner known for his decades-long incarceration and writings on revolutionary struggle and prison abolition.
-
E.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
- 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: Bryan Mills Triple: [Taken, mainCharacter, Bryan Mills]
Generated description
Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bryan Mills Target entity description: Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
-
A.
Chris Ridenhour
Chris Ridenhour is a film composer known for scoring numerous low-budget genre movies, including works produced by The Asylum.
-
B.
Brian Sipe
Brian Sipe is a former NFL quarterback best known for his MVP-winning 1980 season with the Cleveland Browns as leader of the "Kardiac Kids."
-
C.
Richard Mullen
Richard Mullen is an American record producer and engineer best known for his work on Stevie Ray Vaughan’s landmark blues-rock albums, including "Texas Flood."
-
D.
Russell Shoatz
Russell Shoatz was an American Black liberation activist, former Black Panther, and political prisoner known for his decades-long incarceration and writings on revolutionary struggle and prison abolition.
-
E.
Ed Scott
Ed Scott is a technology entrepreneur best known as a co-founder of BEA Systems, a major enterprise software company later acquired by Oracle.
- 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_69c69f2f80288190b95cceb4da92ab2b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8f847c48190a1081aa9de7ff945 |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a2083fdc8190b44e84e02ac3ef0a |
completed | March 29, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_69c8a2ad204081908bc3a8a0ac782cd6 |
completed | March 29, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a31c86d481908f57855089338f94 |
completed | March 29, 2026, 3:57 a.m. |
Created at: March 27, 2026, 3:50 p.m.