Triple
T14566210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bon Cop, Bad Cop |
E341790
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Alex Epstein
Alex Epstein is a Canadian screenwriter and author known for his work in film and television, including contributions to the crime-comedy movie "Bon Cop, Bad Cop."
|
E1107302
|
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: Alex Epstein | Statement: [Bon Cop, Bad Cop, writer, Alex Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alex Epstein Context triple: [Bon Cop, Bad Cop, writer, Alex Epstein]
-
A.
Arthur Brooks
Arthur Brooks is an American soul and R&B singer best known as a member of the Chicago vocal group The Impressions.
-
B.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
-
C.
Ron Paull
Ron Paull is a Canadian municipal politician who serves as the mayor of Quesnel, a small city in central British Columbia.
-
D.
Lew Rockwell
Lew Rockwell is an American libertarian author, activist, and founder of the Mises Institute, known for promoting Austrian economics and anarcho-capitalist ideas.
-
E.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
- 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: Alex Epstein Triple: [Bon Cop, Bad Cop, writer, Alex Epstein]
Generated description
Alex Epstein is a Canadian screenwriter and author known for his work in film and television, including contributions to the crime-comedy movie "Bon Cop, Bad Cop."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alex Epstein Target entity description: Alex Epstein is a Canadian screenwriter and author known for his work in film and television, including contributions to the crime-comedy movie "Bon Cop, Bad Cop."
-
A.
Arthur Brooks
Arthur Brooks is an American soul and R&B singer best known as a member of the Chicago vocal group The Impressions.
-
B.
Walter Block
Walter Block is an American Austrian School economist and libertarian theorist known for his radical defense of free markets and controversial positions on issues such as privatization and individual rights.
-
C.
Ron Paull
Ron Paull is a Canadian municipal politician who serves as the mayor of Quesnel, a small city in central British Columbia.
-
D.
Lew Rockwell
Lew Rockwell is an American libertarian author, activist, and founder of the Mises Institute, known for promoting Austrian economics and anarcho-capitalist ideas.
-
E.
Robert P. Murphy
Robert P. Murphy is an American Austrian School economist, author, and podcaster known for his work on free-market economics, business cycle theory, and critiques of mainstream macroeconomics.
- 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_69d822dcc6248190bed689984bceb0e2 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb38c6350819091090ffd15772f6f |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac485688190a2917251a7c8721a |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8d0701208190917a0a4f5e493586 |
completed | May 8, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8da450108190b1ed174db5f100c4 |
completed | May 8, 2026, 7:15 a.m. |
Created at: April 10, 2026, 1:23 a.m.