Triple

T13072271
Position Surface form Disambiguated ID Type / Status
Subject The Hooligans E329484 entity
Predicate hasMember P10 FINISHED
Object Dwayne Dugger II
Dwayne Dugger II is a saxophonist and multi-instrumentalist best known for performing as part of Bruno Mars’s backing band, The Hooligans.
E1023297 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: Dwayne Dugger II | Statement: [The Hooligans, hasMember, Dwayne Dugger II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dwayne Dugger II
Context triple: [The Hooligans, hasMember, Dwayne Dugger II]
  • A. Derrick Johnson
    Derrick Johnson is an American civil rights activist and attorney who serves as the president and CEO of the NAACP.
  • B. Darnell Williams
    Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
  • C. Darnell Donerson
    Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
  • D. Darius Woodis
    Darius Woodis is a writer known for his work associated with the artist Selah.
  • E. Darnell Scott
    Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
  • 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: Dwayne Dugger II
Triple: [The Hooligans, hasMember, Dwayne Dugger II]
Generated description
Dwayne Dugger II is a saxophonist and multi-instrumentalist best known for performing as part of Bruno Mars’s backing band, The Hooligans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dwayne Dugger II
Target entity description: Dwayne Dugger II is a saxophonist and multi-instrumentalist best known for performing as part of Bruno Mars’s backing band, The Hooligans.
  • A. Derrick Johnson
    Derrick Johnson is an American civil rights activist and attorney who serves as the president and CEO of the NAACP.
  • B. Darnell Williams
    Darnell Williams is an American actor best known for his long-running role as Jesse Hubbard on the soap opera "All My Children."
  • C. Darnell Donerson
    Darnell Donerson was the mother of singer and actress Jennifer Hudson, tragically known for her murder in 2008.
  • D. Darius Woodis
    Darius Woodis is a writer known for his work associated with the artist Selah.
  • E. Darnell Scott
    Darnell Scott is a music producer best known for his work on The Notorious B.I.G.’s landmark debut album "Ready to Die."
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d981160e388190bab942a2ded2903e completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e27058dc8190a64e1a929f296619 completed May 3, 2026, 5:51 a.m.
NEDg Description generation batch_69f6e6a8b15081908d80cd63b0c423f6 completed May 3, 2026, 6:09 a.m.
NED2 Entity disambiguation (via description) batch_69f6e7490cc48190b596338cd3a0fd22 completed May 3, 2026, 6:12 a.m.
Created at: April 9, 2026, 9 p.m.