Triple

T395647
Position Surface form Disambiguated ID Type / Status
Subject Academy Award for Best Original Song E8976 entity
Predicate notableMultipleWinners P6588 FINISHED
Object 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."
E56122 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: Robert Lopez | Statement: [Academy Award for Best Original Song, notableMultipleWinners, Robert Lopez]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Lopez
Context triple: [Academy Award for Best Original Song, notableMultipleWinners, Robert Lopez]
  • A. Alan Menken
    Alan Menken is an American composer and songwriter best known for creating the music to numerous Disney animated films, including "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
  • B. Howard Ashman
    Howard Ashman was an American lyricist, playwright, and producer best known for his acclaimed work on Disney animated musicals such as "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
  • C. Stephen Schwartz
    Stephen Schwartz is an American composer and lyricist renowned for his work in musical theatre and film, including the scores and songs for productions such as "Wicked," "Godspell," and Disney's "Pocahontas" and "The Hunchback of Notre Dame."
  • D. Lin-Manuel Miranda
    Lin-Manuel Miranda is an American composer, lyricist, and actor best known for creating and starring in the Broadway musicals "Hamilton" and "In the Heights."
  • E. Ludwig Göransson
    Ludwig Göransson is an Academy Award–winning Swedish composer and record producer known for his film scores for movies like Black Panther and Oppenheimer, as well as his collaborations with artists such as Childish Gambino.
  • 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: Robert Lopez
Triple: [Academy Award for Best Original Song, notableMultipleWinners, Robert Lopez]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Lopez
Target entity description: 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."
  • A. Alan Menken
    Alan Menken is an American composer and songwriter best known for creating the music to numerous Disney animated films, including "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
  • B. Howard Ashman
    Howard Ashman was an American lyricist, playwright, and producer best known for his acclaimed work on Disney animated musicals such as "The Little Mermaid," "Beauty and the Beast," and "Aladdin."
  • C. Stephen Schwartz
    Stephen Schwartz is an American composer and lyricist renowned for his work in musical theatre and film, including the scores and songs for productions such as "Wicked," "Godspell," and Disney's "Pocahontas" and "The Hunchback of Notre Dame."
  • D. Lin-Manuel Miranda
    Lin-Manuel Miranda is an American composer, lyricist, and actor best known for creating and starring in the Broadway musicals "Hamilton" and "In the Heights."
  • E. Ludwig Göransson
    Ludwig Göransson is an Academy Award–winning Swedish composer and record producer known for his film scores for movies like Black Panther and Oppenheimer, as well as his collaborations with artists such as Childish Gambino.
  • 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_69a2e7f55c60819097aff65ea2ca2832 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec792dd081909b6b18a854139f8c completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4429ec70c8190aaff2e0e6af82612 completed March 1, 2026, 1:43 p.m.
NEDg Description generation batch_69a4433304ec8190a60f945e7a506d75 completed March 1, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69a4438d88f08190b0b9e7667c756710 completed March 1, 2026, 1:47 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.