Triple

T5342672
Position Surface form Disambiguated ID Type / Status
Subject I Drove All Night E123979 entity
Predicate composer P1361 FINISHED
Object Billy Steinberg
Billy Steinberg is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, including classics recorded by artists like Madonna, Cyndi Lauper, and The Bangles.
 E512525 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: Billy Steinberg | Statement: [I Drove All Night, composer, Billy Steinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Steinberg
Context triple: [I Drove All Night, composer, Billy Steinberg]
  • A. Greg Morrisett
    Greg Morrisett is a computer scientist known for his work on programming languages and type systems, particularly in the design of safe and secure systems.
  • B. Michael Zager
    Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
  • C. David Steinberg
    David Steinberg is a Canadian comedian, actor, director, and writer known for his influential stand-up career and for directing numerous episodes of popular television comedies such as Seinfeld and Curb Your Enthusiasm.
  • D. Walter Becker
    Walter Becker was an American musician, songwriter, and record producer best known as the co-founder, guitarist, and bassist of the jazz-rock band Steely Dan.
  • E. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • 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: Billy Steinberg
Triple: [I Drove All Night, composer, Billy Steinberg]
Generated description
Billy Steinberg is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, including classics recorded by artists like Madonna, Cyndi Lauper, and The Bangles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Steinberg
Target entity description: Billy Steinberg is an American songwriter best known for co-writing numerous pop hits of the 1980s and 1990s, including classics recorded by artists like Madonna, Cyndi Lauper, and The Bangles.
  • A. Greg Morrisett
    Greg Morrisett is a computer scientist known for his work on programming languages and type systems, particularly in the design of safe and secure systems.
  • B. Michael Zager
    Michael Zager is an American record producer, composer, and arranger best known for his work in disco and pop music, including the hit "Let's All Chant."
  • C. David Steinberg
    David Steinberg is a Canadian comedian, actor, director, and writer known for his influential stand-up career and for directing numerous episodes of popular television comedies such as Seinfeld and Curb Your Enthusiasm.
  • D. Walter Becker
    Walter Becker was an American musician, songwriter, and record producer best known as the co-founder, guitarist, and bassist of the jazz-rock band Steely Dan.
  • E. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cc5a9881909e23bf9c5b697a8e completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18cc387c8190a9fe430fe5bb38ce completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf1a5440d8819094a6da0282408b7b completed March 21, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69bf1abe1ea88190b681eb18bfa361d7 completed March 21, 2026, 10:25 p.m.
Created at: March 20, 2026, 2:01 p.m.