Triple
T23410538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grafh |
E560055
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Black Hand Entertainment
Black Hand Entertainment is a hip-hop collective and record label known for its association with New York rapper Grafh and its presence in the early-2000s underground rap scene.
|
E1585324
|
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: Black Hand Entertainment | Statement: [Grafh, associatedAct, Black Hand Entertainment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Hand Entertainment Context triple: [Grafh, associatedAct, Black Hand Entertainment]
-
A.
Black Market Entertainment
Black Market Entertainment is an independent record label founded by Detroit rapper Obie Trice to release his music and support other hip-hop artists.
-
B.
Los Hooligans Productions
Los Hooligans Productions is a film production company associated with Robert Rodriguez, known for producing action-oriented movies such as "Desperado."
-
C.
White Cherry Entertainment
White Cherry Entertainment is a prominent American television and live-event production company known for producing major broadcasts such as award shows, political conventions, and high-profile specials.
-
D.
Ubu Productions
Ubu Productions is a television production company best known for its work on popular American sitcoms and its distinctive “Sit, Ubu, sit” closing logo.
-
E.
Hoodlum Entertainment
Hoodlum Entertainment is an Australian television and digital production company known for creating drama series and interactive transmedia projects.
- 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: Black Hand Entertainment Triple: [Grafh, associatedAct, Black Hand Entertainment]
Generated description
Black Hand Entertainment is a hip-hop collective and record label known for its association with New York rapper Grafh and its presence in the early-2000s underground rap scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Hand Entertainment Target entity description: Black Hand Entertainment is a hip-hop collective and record label known for its association with New York rapper Grafh and its presence in the early-2000s underground rap scene.
-
A.
Black Market Entertainment
Black Market Entertainment is an independent record label founded by Detroit rapper Obie Trice to release his music and support other hip-hop artists.
-
B.
Los Hooligans Productions
Los Hooligans Productions is a film production company associated with Robert Rodriguez, known for producing action-oriented movies such as "Desperado."
-
C.
White Cherry Entertainment
White Cherry Entertainment is a prominent American television and live-event production company known for producing major broadcasts such as award shows, political conventions, and high-profile specials.
-
D.
Ubu Productions
Ubu Productions is a television production company best known for its work on popular American sitcoms and its distinctive “Sit, Ubu, sit” closing logo.
-
E.
Hoodlum Entertainment
Hoodlum Entertainment is an Australian television and digital production company known for creating drama series and interactive transmedia projects.
- 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_69e2454b3a5881909c64773dc8a5d289 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1a510b3848190ae42679ef0bcd424 |
completed | April 29, 2026, 6:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c679958f4819087da6c499161219a |
completed | May 19, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_6a0c7213e19881909151fe5c0560e096 |
completed | May 19, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c76c54ba08190be8f46bacb22b6a3 |
completed | May 19, 2026, 2:42 p.m. |
Created at: April 17, 2026, 5:38 p.m.