Triple

T14046425
Position Surface form Disambiguated ID Type / Status
Subject When Legends Rise E337967 entity
Predicate producer P490 FINISHED
Object Bobby Huff
Bobby Huff is a music producer and songwriter known for his work in rock and contemporary Christian music, including contributions to Godsmack’s album "When Legends Rise."
E1076071 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: Bobby Huff | Statement: [When Legends Rise, producer, Bobby Huff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bobby Huff
Context triple: [When Legends Rise, producer, Bobby Huff]
  • A. George Huff
    George Huff is an American R&B and gospel singer who gained national recognition as a standout finalist on the third season of American Idol.
  • B. Gordy Hoffman
    Gordy Hoffman is an American screenwriter and filmmaker best known for writing the independent drama film "Love Liza" and for founding the BlueCat Screenplay Competition.
  • C. Howie Meeker
    Howie Meeker was a Canadian professional ice hockey right winger, coach, broadcaster, and Hockey Hall of Famer known for his energetic commentary and influential role in teaching and analyzing the game.
  • D. Dan Meuser
    Dan Meuser is a Republican politician and businessman serving as a U.S. Representative from Pennsylvania.
  • E. Todd Worrell
    Todd Worrell is a former Major League Baseball relief pitcher best known as the St. Louis Cardinals’ hard-throwing closer of the late 1980s and early 1990s.
  • 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: Bobby Huff
Triple: [When Legends Rise, producer, Bobby Huff]
Generated description
Bobby Huff is a music producer and songwriter known for his work in rock and contemporary Christian music, including contributions to Godsmack’s album "When Legends Rise."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bobby Huff
Target entity description: Bobby Huff is a music producer and songwriter known for his work in rock and contemporary Christian music, including contributions to Godsmack’s album "When Legends Rise."
  • A. George Huff
    George Huff is an American R&B and gospel singer who gained national recognition as a standout finalist on the third season of American Idol.
  • B. Gordy Hoffman
    Gordy Hoffman is an American screenwriter and filmmaker best known for writing the independent drama film "Love Liza" and for founding the BlueCat Screenplay Competition.
  • C. Howie Meeker
    Howie Meeker was a Canadian professional ice hockey right winger, coach, broadcaster, and Hockey Hall of Famer known for his energetic commentary and influential role in teaching and analyzing the game.
  • D. Dan Meuser
    Dan Meuser is a Republican politician and businessman serving as a U.S. Representative from Pennsylvania.
  • E. Todd Worrell
    Todd Worrell is a former Major League Baseball relief pitcher best known as the St. Louis Cardinals’ hard-throwing closer of the late 1980s and early 1990s.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de312df37081909f45ce3e219af5dc completed April 14, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc34332448190b044f55f0f85d5e2 completed May 6, 2026, 10:40 p.m.
NEDg Description generation batch_69fc43623d608190bee3ebd08ffa01e6 completed May 7, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69fc43e71f708190903a63388b664ba5 completed May 7, 2026, 7:48 a.m.
Created at: April 9, 2026, 10:20 p.m.