Triple
T4306258
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Biehn |
E99960
|
entity |
| Predicate | directorOf |
P537
|
FINISHED |
| Object |
Treachery
Treachery is a 2013 independent drama thriller film exploring betrayal and strained family relationships, directed by Michael Biehn.
|
E430891
|
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: Treachery | Statement: [Michael Biehn, directorOf, Treachery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Treachery Context triple: [Michael Biehn, directorOf, Treachery]
-
A.
Betrayal
Betrayal is a 1978 play by Harold Pinter that explores infidelity and memory through a reverse-chronological narrative of a love affair.
-
B.
The Traitor
*The Traitor* is a 1630s Jacobean revenge tragedy by James Shirley, known for its intricate court intrigue, moral ambiguity, and exploration of political betrayal.
-
C.
The Traitor
The Traitor is a 2019 Italian biographical crime drama film that chronicles the life of Mafia turncoat Tommaso Buscetta and his pivotal role in the Maxi Trial against Cosa Nostra.
-
D.
The Plotters
"The Plotters" is a vibrant, jazz-age painting by African American artist Archibald Motley that depicts a group of figures engaged in an intense, conspiratorial discussion.
-
E.
Necessary Evil
"Necessary Evil" is a popular studio album by Ghanaian dancehall and reggae artist Stonebwoy that helped solidify his prominence in the African music scene.
- 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: Treachery Triple: [Michael Biehn, directorOf, Treachery]
Generated description
Treachery is a 2013 independent drama thriller film exploring betrayal and strained family relationships, directed by Michael Biehn.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Treachery Target entity description: Treachery is a 2013 independent drama thriller film exploring betrayal and strained family relationships, directed by Michael Biehn.
-
A.
Betrayal
Betrayal is a 1978 play by Harold Pinter that explores infidelity and memory through a reverse-chronological narrative of a love affair.
-
B.
The Traitor
*The Traitor* is a 1630s Jacobean revenge tragedy by James Shirley, known for its intricate court intrigue, moral ambiguity, and exploration of political betrayal.
-
C.
The Traitor
The Traitor is a 2019 Italian biographical crime drama film that chronicles the life of Mafia turncoat Tommaso Buscetta and his pivotal role in the Maxi Trial against Cosa Nostra.
-
D.
The Plotters
"The Plotters" is a vibrant, jazz-age painting by African American artist Archibald Motley that depicts a group of figures engaged in an intense, conspiratorial discussion.
-
E.
Necessary Evil
"Necessary Evil" is a popular studio album by Ghanaian dancehall and reggae artist Stonebwoy that helped solidify his prominence in the African music scene.
- 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_69b345528ebc8190b5abc7e95094792d |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350ba57ec8190afda7d8318e5d2d0 |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d07aede08190bbabc6a7b5a7dfb6 |
completed | March 14, 2026, 9:17 p.m. |
| NEDg | Description generation | batch_69b5d1710864819085834d7bd8727876 |
completed | March 14, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d1dc0d0881908563c79823a8113f |
completed | March 14, 2026, 9:23 p.m. |
Created at: March 12, 2026, 11:09 p.m.