Triple

T1787115
Position Surface form Disambiguated ID Type / Status
Subject The E.N.D. E39417 entity
Predicate producer P490 FINISHED
Object Zach Filkins
Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
 E227556 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: Zach Filkins | Statement: [The E.N.D., producer, Zach Filkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zach Filkins
Context triple: [The E.N.D., producer, Zach Filkins]
  • A. Cody Gifford
    Cody Gifford is an American television producer and screenwriter, best known as the son of Hall of Fame football player and broadcaster Frank Gifford and television host Kathie Lee Gifford.
  • B. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • C. Evan Washburn
    Evan Washburn is an American sports reporter best known as a sideline correspondent for CBS’s NFL coverage, including major events like the Super Bowl.
  • D. Matthew Nelson
    Matthew Nelson is an American musician best known as one half of the twin brother rock duo Nelson and as a son of rock and roll star Ricky Nelson.
  • E. Zack Stentz
    Zack Stentz is an American screenwriter and producer known for co-writing major genre films and TV series, including Marvel's "Thor" and "X-Men: First Class."
  • 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: Zach Filkins
Triple: [The E.N.D., producer, Zach Filkins]
Generated description
Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zach Filkins
Target entity description: Zach Filkins is an American musician and guitarist best known as a founding member of the pop rock band OneRepublic.
  • A. Cody Gifford
    Cody Gifford is an American television producer and screenwriter, best known as the son of Hall of Fame football player and broadcaster Frank Gifford and television host Kathie Lee Gifford.
  • B. Dylan Highsmith
    Dylan Highsmith is a film editor best known for his work on major action and science-fiction movies, including Pacific Rim: Uprising.
  • C. Evan Washburn
    Evan Washburn is an American sports reporter best known as a sideline correspondent for CBS’s NFL coverage, including major events like the Super Bowl.
  • D. Matthew Nelson
    Matthew Nelson is an American musician best known as one half of the twin brother rock duo Nelson and as a son of rock and roll star Ricky Nelson.
  • E. Zack Stentz
    Zack Stentz is an American screenwriter and producer known for co-writing major genre films and TV series, including Marvel's "Thor" and "X-Men: First Class."
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650ea238819093a15df6f9d73e2d completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae1fc41d248190a149252940dbdb27 completed March 9, 2026, 1:17 a.m.
NEDg Description generation batch_69ae204fe6148190915219beb27128bc completed March 9, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae20d09c748190aebbfb88f0eedbaa completed March 9, 2026, 1:22 a.m.
Created at: March 4, 2026, 7:32 p.m.