Triple

T6787951
Position Surface form Disambiguated ID Type / Status
Subject Change E155859 entity
Predicate hasMember P10 FINISHED
Object Buddy Hankerson
Buddy Hankerson is a musician best known as a member of the 1980s R&B and funk band Change.
E619386 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: Buddy Hankerson | Statement: [Change, hasMember, Buddy Hankerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buddy Hankerson
Context triple: [Change, hasMember, Buddy Hankerson]
  • A. Buddy Hobbs
    Buddy Hobbs is the exuberant human raised by elves at the North Pole who travels to New York City to find his biological father in the Christmas comedy film "Elf."
  • B. Buddy Young Jr.
    Buddy Young Jr. is the brash, aging stand-up comedian at the center of the film "Mr. Saturday Night," whose career highs and personal flaws are explored with both humor and pathos.
  • C. Hank Evans
    Hank Evans is a central character in the 2004 drama film "We Don't Live Here Anymore," whose troubled marriage and infidelity drive much of the story’s emotional conflict.
  • D. Bucky Harris
    Bucky Harris was a Hall of Fame Major League Baseball manager and second baseman best known for leading the Washington Senators to the 1924 World Series championship as their young player-manager.
  • E. Ben Hawkins
    Ben Hawkins is the young, enigmatic protagonist of the television series "Carnivàle," a Depression-era drifter with mysterious healing powers who becomes entangled in a cosmic struggle between good and evil.
  • 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: Buddy Hankerson
Triple: [Change, hasMember, Buddy Hankerson]
Generated description
Buddy Hankerson is a musician best known as a member of the 1980s R&B and funk band Change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buddy Hankerson
Target entity description: Buddy Hankerson is a musician best known as a member of the 1980s R&B and funk band Change.
  • A. Buddy Hobbs
    Buddy Hobbs is the exuberant human raised by elves at the North Pole who travels to New York City to find his biological father in the Christmas comedy film "Elf."
  • B. Buddy Young Jr.
    Buddy Young Jr. is the brash, aging stand-up comedian at the center of the film "Mr. Saturday Night," whose career highs and personal flaws are explored with both humor and pathos.
  • C. Hank Evans
    Hank Evans is a central character in the 2004 drama film "We Don't Live Here Anymore," whose troubled marriage and infidelity drive much of the story’s emotional conflict.
  • D. Bucky Harris
    Bucky Harris was a Hall of Fame Major League Baseball manager and second baseman best known for leading the Washington Senators to the 1924 World Series championship as their young player-manager.
  • E. Ben Hawkins
    Ben Hawkins is the young, enigmatic protagonist of the television series "Carnivàle," a Depression-era drifter with mysterious healing powers who becomes entangled in a cosmic struggle between good and evil.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2907d0081908291aad66048b8b1 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a871a84819098891f66c6e5b579 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b6b87d8819085e6ae122f042626 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c00f86c819099ef6ae0766e9f3a completed March 28, 2026, 12:08 a.m.
Created at: March 27, 2026, 2:14 p.m.