Triple

T9134399
Position Surface form Disambiguated ID Type / Status
Subject The Famous Flames E219165 entity
Predicate notableMember P10 FINISHED
Object Lloyd Stallworth
Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
E780536 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: Lloyd Stallworth | Statement: [The Famous Flames, notableMember, Lloyd Stallworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lloyd Stallworth
Context triple: [The Famous Flames, notableMember, Lloyd Stallworth]
  • A. William Post Jr.
    William Post Jr. was an American character actor active in the mid-20th century, known for his supporting roles in films and early television, including appearances in mystery and crime dramas.
  • B. John R. Hodge
    John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
  • C. John Stallworth
    John Stallworth is a Pro Football Hall of Fame wide receiver renowned for his key role in the Pittsburgh Steelers' 1970s dynasty and multiple Super Bowl victories.
  • D. Leroy Hicks
    Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
  • E. Robert Lawrence
    Robert Lawrence was a film editor best known for his work on major Hollywood productions, including the historical epic "Spartacus" (1960).
  • 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: Lloyd Stallworth
Triple: [The Famous Flames, notableMember, Lloyd Stallworth]
Generated description
Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lloyd Stallworth
Target entity description: Lloyd Stallworth was an American singer and dancer best known as a member of James Brown’s vocal group The Famous Flames during the height of Brown’s early career.
  • A. William Post Jr.
    William Post Jr. was an American character actor active in the mid-20th century, known for his supporting roles in films and early television, including appearances in mystery and crime dramas.
  • B. John R. Hodge
    John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
  • C. John Stallworth
    John Stallworth is a Pro Football Hall of Fame wide receiver renowned for his key role in the Pittsburgh Steelers' 1970s dynasty and multiple Super Bowl victories.
  • D. Leroy Hicks
    Leroy Hicks is an individual notable enough to be specifically recorded as a bearer of the surname Hicks, though widely recognized public information about him is limited.
  • E. Robert Lawrence
    Robert Lawrence was a film editor best known for his work on major Hollywood productions, including the historical epic "Spartacus" (1960).
  • 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_69cca8de0dec8190978c80b9ec8bf25c 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.