Triple

T814819
Position Surface form Disambiguated ID Type / Status
Subject Through the Years E17628 entity
Predicate lyricist P1360 FINISHED
Object Marty Panzer
Marty Panzer is an American songwriter best known for his long-time collaboration with Barry Manilow, for whom he penned numerous hit lyrics.
E96154 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: Marty Panzer | Statement: [Through the Years, lyricist, Marty Panzer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marty Panzer
Context triple: [Through the Years, lyricist, Marty Panzer]
  • A. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • B. Pete Newell
    Pete Newell was a Hall of Fame American basketball coach renowned for his success in college basketball and his influential teaching of post play and defensive fundamentals.
  • C. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • D. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • E. Dale Harbison Carnagey
    Dale Harbison Carnagey, better known as Dale Carnegie, was an influential American writer and lecturer whose self-improvement and interpersonal skills courses and books, such as "How to Win Friends and Influence People," shaped modern personal development and business communication.
  • 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: Marty Panzer
Triple: [Through the Years, lyricist, Marty Panzer]
Generated description
Marty Panzer is an American songwriter best known for his long-time collaboration with Barry Manilow, for whom he penned numerous hit lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marty Panzer
Target entity description: Marty Panzer is an American songwriter best known for his long-time collaboration with Barry Manilow, for whom he penned numerous hit lyrics.
  • A. Joseph Buloff
    Joseph Buloff was a Lithuanian-born American actor and director known for his work in Yiddish theater and on Broadway.
  • B. Pete Newell
    Pete Newell was a Hall of Fame American basketball coach renowned for his success in college basketball and his influential teaching of post play and defensive fundamentals.
  • C. Richard Stolley
    Richard Stolley was an influential American magazine editor best known for shaping modern celebrity journalism as the founding managing editor of People magazine.
  • D. Pat Hobbs
    Pat Hobbs is an American college athletics administrator best known for serving as the athletic director at Rutgers University, where he has overseen major developments in the Scarlet Knights’ athletic programs.
  • E. Dale Harbison Carnagey
    Dale Harbison Carnagey, better known as Dale Carnegie, was an influential American writer and lecturer whose self-improvement and interpersonal skills courses and books, such as "How to Win Friends and Influence People," shaped modern personal development and business communication.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5035608190bff5f3843b75e662 completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8b0b0c8190a6226d6b8daade25 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a782eda49c8190bdaf4fb8db685071 completed March 4, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69a784f6eee48190a348008b931d545b completed March 4, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:38 p.m.