Triple

T10007580
Position Surface form Disambiguated ID Type / Status
Subject Little Voice E198290 entity
Predicate producer P490 FINISHED
Object Bill Lefler
Bill Lefler is an American record producer, songwriter, and musician known for his work with various pop and rock artists.
 E836688 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: Bill Lefler | Statement: [Little Voice, producer, Bill Lefler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Lefler
Context triple: [Little Voice, producer, Bill Lefler]
  • A. Tom Leppert
    Tom Leppert is an American businessman and politician who served as the mayor of Dallas, Texas, and later ran for the U.S. Senate.
  • B. Thomas Oaster
    Thomas Oaster is an American men's rights advocate best known for initiating and promoting the observance that became International Men's Day.
  • C. Hugh Kaul
    Hugh Kaul was a prominent Birmingham, Alabama businessman and philanthropist known for his significant support of the arts and cultural institutions.
  • D. Larry Foust
    Larry Foust was an American professional basketball center and eight-time NBA All-Star who played primarily for the Fort Wayne Pistons in the 1950s.
  • E. Donald McHenry
    Donald McHenry is an American diplomat best known for serving as U.S. Ambassador to the United Nations during the Carter administration.
  • 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: Bill Lefler
Triple: [Little Voice, producer, Bill Lefler]
Generated description
Bill Lefler is an American record producer, songwriter, and musician known for his work with various pop and rock artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Lefler
Target entity description: Bill Lefler is an American record producer, songwriter, and musician known for his work with various pop and rock artists.
  • A. Tom Leppert
    Tom Leppert is an American businessman and politician who served as the mayor of Dallas, Texas, and later ran for the U.S. Senate.
  • B. Thomas Oaster
    Thomas Oaster is an American men's rights advocate best known for initiating and promoting the observance that became International Men's Day.
  • C. Hugh Kaul
    Hugh Kaul was a prominent Birmingham, Alabama businessman and philanthropist known for his significant support of the arts and cultural institutions.
  • D. Larry Foust
    Larry Foust was an American professional basketball center and eight-time NBA All-Star who played primarily for the Fort Wayne Pistons in the 1950s.
  • E. Donald McHenry
    Donald McHenry is an American diplomat best known for serving as U.S. Ambassador to the United Nations during the Carter administration.
  • 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_69ca830fcca48190bbbd9b20c233835f completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd187fe481908556ea896c528ea4 completed April 2, 2026, 1:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28209678c8190898d923753bb4472 completed April 5, 2026, 3:38 p.m.
NEDg Description generation batch_69d28429fc308190873a7c8b2afce174 completed April 5, 2026, 3:47 p.m.
NED2 Entity disambiguation (via description) batch_69d2846a28a48190b5fc7303a7259f6b completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:52 p.m.