Triple
T5693128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Moms |
E125472
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Jim Denault
Jim Denault is an American cinematographer known for his work on both feature films and television series, often collaborating on character-driven comedies and dramas.
|
E539272
|
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: Jim Denault | Statement: [Bad Moms, cinematographyBy, Jim Denault]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Denault Context triple: [Bad Moms, cinematographyBy, Jim Denault]
-
A.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
-
B.
Luc Demers
Luc Demers is a person notable enough to be specifically cited as a bearer of the surname Demers, though detailed public information about his life or achievements is not widely documented.
-
C.
Charles Daoust
Charles Daoust was a 19th-century Canadian journalist, lawyer, and politician from Quebec associated with the radical liberal Parti rouge movement.
-
D.
Jean-Denis Bredin
Jean-Denis Bredin was a prominent French lawyer, academic, and writer known for his works on legal and political history, particularly concerning major French judicial affairs.
-
E.
Cédric Champeau
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
- 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: Jim Denault Triple: [Bad Moms, cinematographyBy, Jim Denault]
Generated description
Jim Denault is an American cinematographer known for his work on both feature films and television series, often collaborating on character-driven comedies and dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Denault Target entity description: Jim Denault is an American cinematographer known for his work on both feature films and television series, often collaborating on character-driven comedies and dramas.
-
A.
Guy Demers
Guy Demers is an individual notable enough to be specifically cited as a bearer of the surname Demers.
-
B.
Luc Demers
Luc Demers is a person notable enough to be specifically cited as a bearer of the surname Demers, though detailed public information about his life or achievements is not widely documented.
-
C.
Charles Daoust
Charles Daoust was a 19th-century Canadian journalist, lawyer, and politician from Quebec associated with the radical liberal Parti rouge movement.
-
D.
Jean-Denis Bredin
Jean-Denis Bredin was a prominent French lawyer, academic, and writer known for his works on legal and political history, particularly concerning major French judicial affairs.
-
E.
Cédric Champeau
Cédric Champeau is a prominent software engineer best known for his major contributions to the Groovy programming language and its ecosystem.
- 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_69c0082bb19c8190823a4facd3cba79b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c023e678c48190824d35d276985311 |
completed | March 22, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a4f2bfc8190bc56c094f9ae9ce1 |
completed | March 22, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69c05bb76a748190a3b1a289dbd92dee |
completed | March 22, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05c498c4c8190bfa3ac17fba2b152 |
completed | March 22, 2026, 9:16 p.m. |
Created at: March 22, 2026, 3:44 p.m.