Triple

T9133885
Position Surface form Disambiguated ID Type / Status
Subject Please, Please, Please E219154 entity
Predicate artist P184 FINISHED
Object James Brown and the Famous Flames
James Brown and the Famous Flames were an influential American rhythm and blues vocal group led by James Brown that helped pioneer the soul and funk music styles in the 1950s and 1960s.
E780498 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: James Brown and the Famous Flames | Statement: [Please, Please, Please, artist, James Brown and the Famous Flames]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Brown and the Famous Flames
Context triple: [Please, Please, Please, artist, James Brown and the Famous Flames]
  • A. Chuck Brown & the Soul Searchers
    Chuck Brown & the Soul Searchers were a pioneering Washington, D.C. go-go band led by guitarist and singer Chuck Brown, known for their influential funk-driven sound.
  • B. Booker T. & the M.G.'s
    Booker T. & the M.G.'s were a pioneering 1960s instrumental R&B/soul band and influential Stax Records house band known for hits like "Green Onions" and for shaping the sound of Southern soul music.
  • C. Marvin Isley
    Marvin Isley was an American bassist and songwriter best known for his work with the legendary R&B and soul group The Isley Brothers during their funk-driven 1970s and 1980s era.
  • D. The Bar-Kays
    The Bar-Kays are an American soul and funk band from Memphis, Tennessee, best known for their work as a backing group for Stax Records artists and for hits like "Soul Finger."
  • E. The O’Jays
    The O’Jays are an American R&B vocal group best known for their classic 1970s Philadelphia soul hits such as “Love Train” and “Back Stabbers.”
  • 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: James Brown and the Famous Flames
Triple: [Please, Please, Please, artist, James Brown and the Famous Flames]
Generated description
James Brown and the Famous Flames were an influential American rhythm and blues vocal group led by James Brown that helped pioneer the soul and funk music styles in the 1950s and 1960s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Brown and the Famous Flames
Target entity description: James Brown and the Famous Flames were an influential American rhythm and blues vocal group led by James Brown that helped pioneer the soul and funk music styles in the 1950s and 1960s.
  • A. Chuck Brown & the Soul Searchers
    Chuck Brown & the Soul Searchers were a pioneering Washington, D.C. go-go band led by guitarist and singer Chuck Brown, known for their influential funk-driven sound.
  • B. Booker T. & the M.G.'s
    Booker T. & the M.G.'s were a pioneering 1960s instrumental R&B/soul band and influential Stax Records house band known for hits like "Green Onions" and for shaping the sound of Southern soul music.
  • C. Marvin Isley
    Marvin Isley was an American bassist and songwriter best known for his work with the legendary R&B and soul group The Isley Brothers during their funk-driven 1970s and 1980s era.
  • D. The Bar-Kays
    The Bar-Kays are an American soul and funk band from Memphis, Tennessee, best known for their work as a backing group for Stax Records artists and for hits like "Soul Finger."
  • E. The O’Jays
    The O’Jays are an American R&B vocal group best known for their classic 1970s Philadelphia soul hits such as “Love Train” and “Back Stabbers.”
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8dccecc81908d8fc641c419ca6a completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047efc5e48190bc8c4a7e865faef9 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d04935d4e88190acb4d65a2dc2bc8a completed April 3, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69d049e6c4cc81909e08b5aaed9a88dc completed April 3, 2026, 11:14 p.m.
Created at: March 30, 2026, 7:18 p.m.