Triple
T7951193
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cops |
E184617
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
John Langley
John Langley was an American television producer best known for pioneering the reality TV genre with the long-running law-enforcement series "Cops."
|
E701821
|
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: John Langley | Statement: [Cops, creator, John Langley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Langley Context triple: [Cops, creator, John Langley]
-
A.
John Langley Howard
John Langley Howard was an American painter and muralist associated with the Social Realist movement, known for his New Deal–era public artworks in San Francisco.
-
B.
Patrick Leyland
Patrick Leyland is the son of longtime Major League Baseball manager Jim Leyland and has been involved in professional baseball himself as a player and coach.
-
C.
Albert McCleery
Albert McCleery was an American television producer best known for pioneering live anthology drama in the 1950s, particularly through his influential work on NBC’s daytime series "Matinee Theatre."
-
D.
Charles Hart
Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
-
E.
Franklin Lacey
Franklin Lacey was an American writer and playwright best known for collaborating with Meredith Willson on the book for the hit Broadway musical "The Music Man."
- 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: John Langley Triple: [Cops, creator, John Langley]
Generated description
John Langley was an American television producer best known for pioneering the reality TV genre with the long-running law-enforcement series "Cops."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Langley Target entity description: John Langley was an American television producer best known for pioneering the reality TV genre with the long-running law-enforcement series "Cops."
-
A.
John Langley Howard
John Langley Howard was an American painter and muralist associated with the Social Realist movement, known for his New Deal–era public artworks in San Francisco.
-
B.
Patrick Leyland
Patrick Leyland is the son of longtime Major League Baseball manager Jim Leyland and has been involved in professional baseball himself as a player and coach.
-
C.
Albert McCleery
Albert McCleery was an American television producer best known for pioneering live anthology drama in the 1950s, particularly through his influential work on NBC’s daytime series "Matinee Theatre."
-
D.
Charles Hart
Charles Hart is a British lyricist best known for writing the lyrics to Andrew Lloyd Webber’s hit musical "The Phantom of the Opera."
-
E.
Franklin Lacey
Franklin Lacey was an American writer and playwright best known for collaborating with Meredith Willson on the book for the hit Broadway musical "The Music Man."
- 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_69ca8292cba881908a64427b938dac47 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b5b7450819091e4e6f21e9d832d |
completed | March 31, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe0530b8881908e35b10917e69899 |
completed | March 31, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69cbe43970008190974c4416b0f12532 |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0a474334819085912ecadd84f667 |
completed | March 31, 2026, 5:54 p.m. |
Created at: March 30, 2026, 5:10 p.m.