Triple

T5972173
Position Surface form Disambiguated ID Type / Status
Subject Marc Shaiman E132898 entity
Predicate familyName P18 FINISHED
Object Shaiman
Shaiman is a surname most notably associated with Marc Shaiman, the American composer and lyricist known for his work in film, television, and musical theatre.
 E559724 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: Shaiman | Statement: [Marc Shaiman, familyName, Shaiman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shaiman
Context triple: [Marc Shaiman, familyName, Shaiman]
  • A. Sharman
    Sharman is a surname most notably associated with Helen Sharman, the first British astronaut and the first Western European woman in space.
  • B. Haiman
    Haiman is a surname and given name that serves as a variant form of "Hyman," often associated with individuals of Jewish heritage.
  • C. Chaman
    Chaman is a Pakistani border town in Balochistan that serves as a major transit point for trade and travel between Pakistan and Afghanistan.
  • D. Waimes
    Waimes is a municipality in the predominantly French-speaking region of Wallonia in eastern Belgium, known for its rural landscapes and proximity to the High Fens nature reserve.
  • E. Mirzam
    Mirzam is a bright blue-white giant star in the constellation Canis Major, known as one of the prominent stars near Sirius in the winter sky.
  • 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: Shaiman
Triple: [Marc Shaiman, familyName, Shaiman]
Generated description
Shaiman is a surname most notably associated with Marc Shaiman, the American composer and lyricist known for his work in film, television, and musical theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shaiman
Target entity description: Shaiman is a surname most notably associated with Marc Shaiman, the American composer and lyricist known for his work in film, television, and musical theatre.
  • A. Sharman
    Sharman is a surname most notably associated with Helen Sharman, the first British astronaut and the first Western European woman in space.
  • B. Haiman
    Haiman is a surname and given name that serves as a variant form of "Hyman," often associated with individuals of Jewish heritage.
  • C. Chaman
    Chaman is a Pakistani border town in Balochistan that serves as a major transit point for trade and travel between Pakistan and Afghanistan.
  • D. Waimes
    Waimes is a municipality in the predominantly French-speaking region of Wallonia in eastern Belgium, known for its rural landscapes and proximity to the High Fens nature reserve.
  • E. Mirzam
    Mirzam is a bright blue-white giant star in the constellation Canis Major, known as one of the prominent stars near Sirius in the winter sky.
  • 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_69c0086deab081908550159ca23eec9b completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04a00c3588190b335d7d3341b6d68 completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e40fa2488190b82d604d51b73090 completed March 23, 2026, 6:56 a.m.
NEDg Description generation batch_69c0f85e33d8819080d9d721421b4c5b completed March 23, 2026, 8:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0fad0bdf08190bf6599d492848582 completed March 23, 2026, 8:33 a.m.
Created at: March 22, 2026, 4:03 p.m.