Triple
T8158226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chief Keef |
E190506
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Keith Farrelle Cozart
Keith Farrelle Cozart is an American rapper and songwriter better known by his stage name Chief Keef, a pioneering figure in Chicago's drill music scene.
|
E715206
|
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: Keith Farrelle Cozart | Statement: [Chief Keef, birthName, Keith Farrelle Cozart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Farrelle Cozart Context triple: [Chief Keef, birthName, Keith Farrelle Cozart]
-
A.
Keith Crouch
Keith Crouch is an American R&B songwriter and record producer best known for his work on Brandy’s early hits and other 1990s soul and gospel projects.
-
B.
Shepherd Henderson
Shepherd Henderson is the romantic lead in the 1958 fantasy–romantic comedy film "Bell, Book and Candle," where he becomes the unwitting target of a modern witch’s love spell.
-
C.
Bill Cosey
Bill Cosey is the charismatic, morally ambiguous patriarch and hotel owner whose life and legacy drive the intertwined relationships and conflicts in Toni Morrison’s novel "Love."
-
D.
Booker McConnell
Booker McConnell was a British food, shipping, and financial conglomerate best known as the original sponsor of the prestigious Booker Prize for literature.
-
E.
David Cobb
David Cobb is an American attorney and political activist best known as the Green Party’s presidential nominee in the 2004 U.S. election.
- 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: Keith Farrelle Cozart Triple: [Chief Keef, birthName, Keith Farrelle Cozart]
Generated description
Keith Farrelle Cozart is an American rapper and songwriter better known by his stage name Chief Keef, a pioneering figure in Chicago's drill music scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Farrelle Cozart Target entity description: Keith Farrelle Cozart is an American rapper and songwriter better known by his stage name Chief Keef, a pioneering figure in Chicago's drill music scene.
-
A.
Keith Crouch
Keith Crouch is an American R&B songwriter and record producer best known for his work on Brandy’s early hits and other 1990s soul and gospel projects.
-
B.
Shepherd Henderson
Shepherd Henderson is the romantic lead in the 1958 fantasy–romantic comedy film "Bell, Book and Candle," where he becomes the unwitting target of a modern witch’s love spell.
-
C.
Bill Cosey
Bill Cosey is the charismatic, morally ambiguous patriarch and hotel owner whose life and legacy drive the intertwined relationships and conflicts in Toni Morrison’s novel "Love."
-
D.
Booker McConnell
Booker McConnell was a British food, shipping, and financial conglomerate best known as the original sponsor of the prestigious Booker Prize for literature.
-
E.
David Cobb
David Cobb is an American attorney and political activist best known as the Green Party’s presidential nominee in the 2004 U.S. election.
- 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_69ca82bfeb6481909d07b91b5cf69f59 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb455213f08190a4327a2116c7381f |
completed | March 31, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf21ab2c8190af23b4a3a4bdb543 |
completed | April 1, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69ccc24c5684819093a4f58616122675 |
completed | April 1, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccc38e85bc8190b0f4b2435a385f47 |
completed | April 1, 2026, 7:04 a.m. |
Created at: March 30, 2026, 5:38 p.m.