Triple
T3328097
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Liotta |
E69965
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Blow
Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
|
E349295
|
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: Blow | Statement: [Ray Liotta, notableWork, Blow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blow Context triple: [Ray Liotta, notableWork, Blow]
-
A.
Blow Out
Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
-
B.
Killing Them Softly
Killing Them Softly is a 2012 American crime film, based on George V. Higgins' novel "Cogan's Trade," that follows a hitman investigating a heist on a mob-protected poker game.
-
C.
Biutiful
Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
-
D.
The 25th Hour
The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
-
E.
Gone Baby Gone
Gone Baby Gone is a 2007 crime drama film directed by Ben Affleck, following two private investigators searching for a missing girl in a morally complex Boston neighborhood.
- 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: Blow Triple: [Ray Liotta, notableWork, Blow]
Generated description
Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blow Target entity description: Blow is a 2001 crime drama film that chronicles the rise and fall of American cocaine smuggler George Jung within the 1970s–1980s drug trade.
-
A.
Blow Out
Blow Out is a 1981 neo-noir political thriller film directed by Brian De Palma, known for its suspenseful blend of conspiracy, sound design, and psychological tension.
-
B.
Killing Them Softly
Killing Them Softly is a 2012 American crime film, based on George V. Higgins' novel "Cogan's Trade," that follows a hitman investigating a heist on a mob-protected poker game.
-
C.
Biutiful
Biutiful is a 2010 Spanish-language drama film directed by Alejandro González Iñárritu, featuring Javier Bardem as a terminally ill man struggling to care for his children amid the criminal underworld of Barcelona.
-
D.
The 25th Hour
The 25th Hour is a novel by David Benioff that follows a convicted drug dealer’s final day of freedom in New York City before beginning a seven-year prison sentence.
-
E.
Gone Baby Gone
Gone Baby Gone is a 2007 crime drama film directed by Ben Affleck, following two private investigators searching for a missing girl in a morally complex Boston neighborhood.
- 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_69ad85a1829881908942c14075644d0d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb16f61248190bab10f4ac9e066f7 |
completed | March 8, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a7ec9f48190873d90b678713bad |
completed | March 12, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69b31c368e4c8190a011833fce090a7d |
completed | March 12, 2026, 8:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31d3fa6088190a5abf858c01c25bc |
completed | March 12, 2026, 8:08 p.m. |
Created at: March 8, 2026, 3:12 p.m.