Triple

T4357051
Position Surface form Disambiguated ID Type / Status
Subject First Kiss E98174 entity
Predicate producer P490 FINISHED
Object Dann Huff
Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
 E436215 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: Dann Huff | Statement: [First Kiss, producer, Dann Huff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dann Huff
Context triple: [First Kiss, producer, Dann Huff]
  • A. Derek Huff
    Derek Huff is the arrogant, successful, and bullying younger brother of Brennan Huff in the comedy film "Step Brothers."
  • B. Jeff McIlwain
    Jeff McIlwain is an electronic music producer and film composer best known for his work under the moniker Lusine, blending ambient, techno, and experimental sounds.
  • C. Darrell Rivers
    Darrell Rivers is the spirited and sometimes hot-tempered main character of Enid Blyton’s Malory Towers series, following her adventures and growth at an English boarding school.
  • D. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • E. 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.
  • 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: Dann Huff
Triple: [First Kiss, producer, Dann Huff]
Generated description
Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dann Huff
Target entity description: Dann Huff is an American musician and acclaimed record producer known for his influential work in rock and country music, including collaborations with major artists across both genres.
  • A. Derek Huff
    Derek Huff is the arrogant, successful, and bullying younger brother of Brennan Huff in the comedy film "Step Brothers."
  • B. Jeff McIlwain
    Jeff McIlwain is an electronic music producer and film composer best known for his work under the moniker Lusine, blending ambient, techno, and experimental sounds.
  • C. Darrell Rivers
    Darrell Rivers is the spirited and sometimes hot-tempered main character of Enid Blyton’s Malory Towers series, following her adventures and growth at an English boarding school.
  • D. Guy Hecker
    Guy Hecker was a 19th-century Major League Baseball pitcher and occasional first baseman known for his standout seasons in the American Association, including winning pitching Triple Crowns and excelling as a hitter.
  • E. 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.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c68a588190ba14a298afacb1dc completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e501671c8190bf8a9998f46a9f3b completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:16 p.m.