Triple

T12648055
Position Surface form Disambiguated ID Type / Status
Subject Sheldon Harnick E302083 entity
Predicate spouse P13 FINISHED
Object Margery Gray Harnick
Margery Gray Harnick is an American actress and photographer best known as the wife and creative collaborator of Broadway lyricist Sheldon Harnick.
E302083 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: Margery Gray Harnick | Statement: [Sheldon Harnick, spouse, Margery Gray Harnick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margery Gray Harnick
Context triple: [Sheldon Harnick, spouse, Margery Gray Harnick]
  • A. Sheldon Harnick
    Sheldon Harnick was an American lyricist best known for his long collaboration with composer Jerry Bock on classic Broadway musicals, including the landmark show Fiddler on the Roof.
  • B. 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.
  • C. Dorothy Fields
    Dorothy Fields was a prominent American lyricist and librettist of the 20th century, celebrated for her witty, sophisticated songs for Broadway and Hollywood musicals.
  • D. Helen Cohan
    Helen Cohan was an American actress and dancer, best known as the daughter of legendary entertainer George M. Cohan and for her appearances in early 20th-century stage and film productions.
  • E. Marilyn Bergman
    Marilyn Bergman was an acclaimed American lyricist, often collaborating with her husband Alan Bergman, known for her sophisticated, emotionally resonant songs for film, television, and stage.
  • 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: Margery Gray Harnick
Triple: [Sheldon Harnick, spouse, Margery Gray Harnick]
Generated description
Margery Gray Harnick is an American actress and photographer best known as the wife and creative collaborator of Broadway lyricist Sheldon Harnick.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margery Gray Harnick
Target entity description: Margery Gray Harnick is an American actress and photographer best known as the wife and creative collaborator of Broadway lyricist Sheldon Harnick.
  • A. Sheldon Harnick chosen
    Sheldon Harnick was an American lyricist best known for his long collaboration with composer Jerry Bock on classic Broadway musicals, including the landmark show Fiddler on the Roof.
  • B. 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.
  • C. Dorothy Fields
    Dorothy Fields was a prominent American lyricist and librettist of the 20th century, celebrated for her witty, sophisticated songs for Broadway and Hollywood musicals.
  • D. Helen Cohan
    Helen Cohan was an American actress and dancer, best known as the daughter of legendary entertainer George M. Cohan and for her appearances in early 20th-century stage and film productions.
  • E. Marilyn Bergman
    Marilyn Bergman was an acclaimed American lyricist, often collaborating with her husband Alan Bergman, known for her sophisticated, emotionally resonant songs for film, television, and stage.
  • F. None of above.

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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9615cf6f48190bd0983cf7465ab15 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684dd133481909ce06b8b1fd5a5e3 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f6863fada48190afe2ff7896a60094 completed May 2, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69f686bcac94819088782273effbb06a completed May 2, 2026, 11:20 p.m.
Created at: April 9, 2026, 5:17 p.m.