Triple
T3328100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Liotta |
E69965
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Killing Them Softly |
E321055
|
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: Killing Them Softly | Statement: [Ray Liotta, notableWork, Killing Them Softly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Killing Them Softly Context triple: [Ray Liotta, notableWork, Killing Them Softly]
-
A.
Killing Them Softly
chosen
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.
-
B.
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.
-
C.
Nightcrawler
Nightcrawler is a 2014 neo-noir thriller film starring Jake Gyllenhaal as an amoral crime videographer prowling Los Angeles for sensational footage.
-
D.
Justified
Justified is an American neo-Western crime drama television series centered on U.S. Marshal Raylan Givens as he enforces his own brand of justice in his rural Kentucky hometown.
-
E.
A Most Violent Year
A Most Violent Year is a 2014 crime drama film set in 1981 New York City that follows an ambitious immigrant businessman struggling to protect his family and company amid rampant corruption and violence.
- 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_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. |
Created at: March 8, 2026, 3:12 p.m.