Triple
T15409122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | B.M.F. (Blowin' Money Fast) |
E368535
|
entity |
| Predicate | associatedPerson |
P2308
|
FINISHED |
| Object |
Larry Hoover
Larry Hoover is an American gang leader and co-founder of the Chicago street gang Gangster Disciples, long imprisoned on federal charges and often referenced in hip-hop culture.
|
E1154163
|
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: Larry Hoover | Statement: [B.M.F. (Blowin' Money Fast), associatedPerson, Larry Hoover]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Hoover Context triple: [B.M.F. (Blowin' Money Fast), associatedPerson, Larry Hoover]
-
A.
W. J. Estelle Jr.
W. J. Estelle Jr. was a Texas corrections official who served as the director of the Texas Department of Corrections and was the named state prison authority in the landmark U.S. Supreme Court case Estelle v. Gamble.
-
B.
Roy Bowers
Roy Bowers, better known by his craft name Robert Cochrane, was a prominent 20th-century English witch and influential figure in the development of modern traditional witchcraft.
-
C.
Don E. Brown
Don E. Brown is known primarily as the son of famed American comic actor and entertainer Joe E. Brown.
-
D.
Harry D. Felt
Harry D. Felt was a United States Navy admiral who served as Commander in Chief of the Pacific Command during the early years of the Vietnam War.
-
E.
Lawrence Crocker
Lawrence Crocker is a philosopher known for his work in legal philosophy, ethics, and the theory of punishment.
- 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: Larry Hoover Triple: [B.M.F. (Blowin' Money Fast), associatedPerson, Larry Hoover]
Generated description
Larry Hoover is an American gang leader and co-founder of the Chicago street gang Gangster Disciples, long imprisoned on federal charges and often referenced in hip-hop culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Hoover Target entity description: Larry Hoover is an American gang leader and co-founder of the Chicago street gang Gangster Disciples, long imprisoned on federal charges and often referenced in hip-hop culture.
-
A.
W. J. Estelle Jr.
W. J. Estelle Jr. was a Texas corrections official who served as the director of the Texas Department of Corrections and was the named state prison authority in the landmark U.S. Supreme Court case Estelle v. Gamble.
-
B.
Roy Bowers
Roy Bowers, better known by his craft name Robert Cochrane, was a prominent 20th-century English witch and influential figure in the development of modern traditional witchcraft.
-
C.
Don E. Brown
Don E. Brown is known primarily as the son of famed American comic actor and entertainer Joe E. Brown.
-
D.
Harry D. Felt
Harry D. Felt was a United States Navy admiral who served as Commander in Chief of the Pacific Command during the early years of the Vietnam War.
-
E.
Lawrence Crocker
Lawrence Crocker is a philosopher known for his work in legal philosophy, ethics, and the theory of punishment.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03ea4f13c819085d26fd32b5dca6f |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff135d65988190b35392bdf1e45985 |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff14042ce8819084817836b096f175 |
completed | May 9, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14745a8c81909b10d6b21b88b50b |
completed | May 9, 2026, 11:03 a.m. |
Created at: April 10, 2026, 3:20 a.m.