Triple

T3476796
Position Surface form Disambiguated ID Type / Status
Subject 10 Day E73394 entity
Predicate producer P490 FINISHED
Object Zack Villere
Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
 E382623 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: Zack Villere | Statement: [10 Day, producer, Zack Villere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zack Villere
Context triple: [10 Day, producer, Zack Villere]
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • C. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Zane Holtz
    Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
  • 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: Zack Villere
Triple: [10 Day, producer, Zack Villere]
Generated description
Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zack Villere
Target entity description: Zack Villere is an American singer, songwriter, and producer known for his lo-fi, introspective indie pop and experimental R&B-influenced music.
  • A. Zach Hanson
    Zach Hanson is an American musician best known as the youngest member and drummer of the pop-rock band Hanson.
  • B. Zach Gill
    Zach Gill is an American multi-instrumentalist, singer-songwriter, and longtime collaborator of Jack Johnson, known for his work with the band ALO and his mellow, folk-influenced solo music.
  • C. Zach Clayton
    Zach Clayton was an American professional wrestling referee best known for officiating major matches during the sport’s territorial era.
  • D. Zach Filkins
    Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • E. Zane Holtz
    Zane Holtz is a Canadian actor best known for his role as Richie Gecko in the television adaptation of "From Dusk Till Dawn."
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb5a5cb88190be5624ae224e4c91 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdce42688190b6f33b39649fedd7 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cf6a84fc8190b07fbc31621bd871 completed March 14, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69b4d32caa7c81908332ac23bd4d9571 completed March 14, 2026, 3:17 a.m.
Created at: March 8, 2026, 3:17 p.m.