Triple

T4035363
Position Surface form Disambiguated ID Type / Status
Subject Fish in the Dark E83814 entity
Predicate musicBy P1952 FINISHED
Object David Yazbek
David Yazbek is an American composer, lyricist, and musician best known for his Tony-winning work on Broadway musicals such as The Band’s Visit, Dirty Rotten Scoundrels, and The Full Monty.
E407824 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: David Yazbek | Statement: [Fish in the Dark, musicBy, David Yazbek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Yazbek
Context triple: [Fish in the Dark, musicBy, David Yazbek]
  • A. Benj Pasek
    Benj Pasek is a Tony- and Oscar-winning American lyricist and composer best known as half of the songwriting duo Pasek and Paul, creators of hit musicals like Dear Evan Hansen and songs for films such as La La Land and The Greatest Showman.
  • B. Robert Lopez
    Robert Lopez is an American songwriter and composer best known for co-creating the musicals "Avenue Q" and "The Book of Mormon" and for writing hit songs for Disney films such as "Frozen."
  • C. Dylan Kussman
    Dylan Kussman is an American actor best known for his role as one of the students in the acclaimed 1989 film "Dead Poets Society."
  • D. Benny Blanco
    Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
  • E. Jason Robert Brown
    Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
  • 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: David Yazbek
Triple: [Fish in the Dark, musicBy, David Yazbek]
Generated description
David Yazbek is an American composer, lyricist, and musician best known for his Tony-winning work on Broadway musicals such as The Band’s Visit, Dirty Rotten Scoundrels, and The Full Monty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Yazbek
Target entity description: David Yazbek is an American composer, lyricist, and musician best known for his Tony-winning work on Broadway musicals such as The Band’s Visit, Dirty Rotten Scoundrels, and The Full Monty.
  • A. Benj Pasek
    Benj Pasek is a Tony- and Oscar-winning American lyricist and composer best known as half of the songwriting duo Pasek and Paul, creators of hit musicals like Dear Evan Hansen and songs for films such as La La Land and The Greatest Showman.
  • B. Robert Lopez
    Robert Lopez is an American songwriter and composer best known for co-creating the musicals "Avenue Q" and "The Book of Mormon" and for writing hit songs for Disney films such as "Frozen."
  • C. Dylan Kussman
    Dylan Kussman is an American actor best known for his role as one of the students in the acclaimed 1989 film "Dead Poets Society."
  • D. Benny Blanco
    Benny Blanco is an American record producer and songwriter known for crafting numerous chart-topping pop and hip-hop hits for major artists.
  • E. Jason Robert Brown
    Jason Robert Brown is an American composer, lyricist, and playwright known for his emotionally rich, musically sophisticated scores for contemporary musical theatre, including works like "Parade," "Songs for a New World," and "The Last Five Years."
  • 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb132f6c8190937acd35a6a5a9e4 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556415ebc8190a528c7e22dbf70df completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b556efc2148190a66e732e09e4fc21 completed March 14, 2026, 12:39 p.m.
NED2 Entity disambiguation (via description) batch_69b5575de0e88190843f1fcbc12c9dd5 completed March 14, 2026, 12:41 p.m.
Created at: March 9, 2026, 3:36 p.m.