Triple

T13495227
Position Surface form Disambiguated ID Type / Status
Subject Ebony Naomi Oshunrinde E320736 entity
Predicate notableProductionCredit P65363 FINISHED
Object “Gang Gang”
“Gang Gang” is a hip-hop track produced by Canadian record producer Ebony Naomi Oshunrinde, better known as WondaGurl.
E1043779 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: “Gang Gang” | Statement: [Ebony Naomi Oshunrinde, notableProductionCredit, “Gang Gang”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Gang Gang”
Context triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Gang Gang”]
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Chain Gang
    "Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
  • C. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • D. Pivot Gang
    Pivot Gang is a Chicago-based hip-hop collective known for its collaborative projects and close ties to artists like Saba and Noname.
  • E. 30 Billion Gang
    30 Billion Gang is a Nigerian music collective and lifestyle crew closely linked to Davido and his DMW label, known for its flashy, wealth-themed brand and Afrobeats influence.
  • 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: “Gang Gang”
Triple: [Ebony Naomi Oshunrinde, notableProductionCredit, “Gang Gang”]
Generated description
“Gang Gang” is a hip-hop track produced by Canadian record producer Ebony Naomi Oshunrinde, better known as WondaGurl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Gang Gang”
Target entity description: “Gang Gang” is a hip-hop track produced by Canadian record producer Ebony Naomi Oshunrinde, better known as WondaGurl.
  • A. Gang Squad
    Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
  • B. Chain Gang
    "Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
  • C. The Gang
    The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
  • D. Pivot Gang
    Pivot Gang is a Chicago-based hip-hop collective known for its collaborative projects and close ties to artists like Saba and Noname.
  • E. 30 Billion Gang
    30 Billion Gang is a Nigerian music collective and lifestyle crew closely linked to Davido and his DMW label, known for its flashy, wealth-themed brand and Afrobeats influence.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe99ddc08190a8d79107c8e176fa completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463fe0d081908484a7f16859008a completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74d048250819098baf78ff08c1633 completed May 3, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69f750f7f11481908c60b49eef65b63f completed May 3, 2026, 1:43 p.m.
Created at: April 9, 2026, 9:43 p.m.