Triple

T2513084
Position Surface form Disambiguated ID Type / Status
Subject Martin Schwarzschild E52744 entity
Predicate spouse P13 FINISHED
Object Barbara Cherry
Barbara Cherry was the wife of renowned German-American astronomer Martin Schwarzschild.
E501080 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: Barbara Cherry | Statement: [Martin Schwarzschild, spouse, Barbara Cherry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Cherry
Context triple: [Martin Schwarzschild, spouse, Barbara Cherry]
  • A. Barbara Carle
    Barbara Carle is one of the founders associated with the creation of the Eric Carle Museum of Picture Book Art, an institution dedicated to celebrating and preserving picture book illustration.
  • B. Barbara Blomberg
    Barbara Blomberg was a 16th-century German woman best known as the mistress of Holy Roman Emperor Charles V and the mother of his illegitimate son, John of Austria (the Elder).
  • C. Carole Winter
    Carole Winter is a British television and film producer best known as one of the founding partners of the production company Neal Street Productions.
  • D. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • E. Barbara Leeds
    Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
  • 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: Barbara Cherry
Triple: [Martin Schwarzschild, spouse, Barbara Cherry]
Generated description
Barbara Cherry was the wife of renowned German-American astronomer Martin Schwarzschild.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Cherry
Target entity description: Barbara Cherry was the wife of renowned German-American astronomer Martin Schwarzschild.
  • A. Barbara Carle
    Barbara Carle is one of the founders associated with the creation of the Eric Carle Museum of Picture Book Art, an institution dedicated to celebrating and preserving picture book illustration.
  • B. Barbara Blomberg
    Barbara Blomberg was a 16th-century German woman best known as the mistress of Holy Roman Emperor Charles V and the mother of his illegitimate son, John of Austria (the Elder).
  • C. Carole Winter
    Carole Winter is a British television and film producer best known as one of the founding partners of the production company Neal Street Productions.
  • D. Carole Eastman
    Carole Eastman was an American screenwriter best known for her incisive character-driven work in 1970s New Hollywood cinema, including the film "Five Easy Pieces."
  • E. Barbara Leeds
    Barbara Leeds was an American actress best known for her film and television work in the mid-20th century.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd20b6d008190acec0eb172e218c9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69bee04d0b0c81908876ff0d675b93ae completed March 21, 2026, 6:15 p.m.
NEDg Description generation batch_69bee5e7ea488190a6997dfad707f660 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 6, 2026, 9:46 p.m.