Triple

T5892975
Position Surface form Disambiguated ID Type / Status
Subject Anastasia (1997 film) E131033 entity
Predicate lyricist P1360 FINISHED
Object Lynn Ahrens
Lynn Ahrens is an American lyricist and librettist best known for her long-running collaboration with composer Stephen Flaherty on stage and screen musicals such as Ragtime, Once on This Island, and Anastasia.
E554039 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: Lynn Ahrens | Statement: [Anastasia (1997 film), lyricist, Lynn Ahrens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lynn Ahrens
Context triple: [Anastasia (1997 film), lyricist, Lynn Ahrens]
  • A. Maury Yeston
    Maury Yeston is an American composer and lyricist best known for his work on Broadway musicals such as "Nine," "Titanic," and "Grand Hotel," for which he has won multiple Tony Awards.
  • B. 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."
  • C. Henry Krieger
    Henry Krieger is an American composer best known for his work on Broadway musicals, particularly the hit show "Dreamgirls."
  • D. Marc Shaiman
    Marc Shaiman is an American composer, lyricist, and arranger best known for his work on film scores and Broadway musicals, including the music for "Mary Poppins Returns."
  • E. 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."
  • 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: Lynn Ahrens
Triple: [Anastasia (1997 film), lyricist, Lynn Ahrens]
Generated description
Lynn Ahrens is an American lyricist and librettist best known for her long-running collaboration with composer Stephen Flaherty on stage and screen musicals such as Ragtime, Once on This Island, and Anastasia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lynn Ahrens
Target entity description: Lynn Ahrens is an American lyricist and librettist best known for her long-running collaboration with composer Stephen Flaherty on stage and screen musicals such as Ragtime, Once on This Island, and Anastasia.
  • A. Maury Yeston
    Maury Yeston is an American composer and lyricist best known for his work on Broadway musicals such as "Nine," "Titanic," and "Grand Hotel," for which he has won multiple Tony Awards.
  • B. 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."
  • C. Henry Krieger
    Henry Krieger is an American composer best known for his work on Broadway musicals, particularly the hit show "Dreamgirls."
  • D. Marc Shaiman
    Marc Shaiman is an American composer, lyricist, and arranger best known for his work on film scores and Broadway musicals, including the music for "Mary Poppins Returns."
  • E. 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."
  • 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_69c00857439c819095950754176aa58a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c036b5c68481909fdcba428238c74d completed March 22, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b15146888190ab86eaf9e565ee28 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b53ad6dc8190927653c470515963 completed March 23, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69c0b5de67208190b1dda9509767c2a7 completed March 23, 2026, 3:39 a.m.
Created at: March 22, 2026, 3:58 p.m.