Triple

T16445669
Position Surface form Disambiguated ID Type / Status
Subject Abraham Robinson E399416 entity
Predicate spouse P13 FINISHED
Object Rosemary Robinson
Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
E1221800 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: Rosemary Robinson | Statement: [Abraham Robinson, spouse, Rosemary Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rosemary Robinson
Context triple: [Abraham Robinson, spouse, Rosemary Robinson]
  • A. Dorothy B. Hughes
    Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
  • B. Margaret Millar
    Margaret Millar was a Canadian-American mystery and suspense novelist renowned for her psychologically complex crime fiction and influential contributions to mid-20th-century detective literature.
  • C. Beverly Lowry
    Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
  • D. Mary K. Vernon
    Mary K. Vernon is a computer scientist known for her research in computer systems performance and for mentoring prominent scholars in the field.
  • E. Kati Marton
    Kati Marton is a Hungarian-American author and journalist known for her books on history, politics, and human rights, often drawing on her own family's experiences in Cold War–era Eastern Europe.
  • 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: Rosemary Robinson
Triple: [Abraham Robinson, spouse, Rosemary Robinson]
Generated description
Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rosemary Robinson
Target entity description: Rosemary Robinson was the wife of influential mathematician and logician Abraham Robinson, known for her association with his personal and academic life.
  • A. Dorothy B. Hughes
    Dorothy B. Hughes was an American crime and noir novelist and critic, best known for her psychologically complex suspense fiction that was frequently adapted for film.
  • B. Margaret Millar
    Margaret Millar was a Canadian-American mystery and suspense novelist renowned for her psychologically complex crime fiction and influential contributions to mid-20th-century detective literature.
  • C. Beverly Lowry
    Beverly Lowry is an American author known for her novels and nonfiction works that often explore Southern life, crime, and complex female characters.
  • D. Mary K. Vernon
    Mary K. Vernon is a computer scientist known for her research in computer systems performance and for mentoring prominent scholars in the field.
  • E. Kati Marton
    Kati Marton is a Hungarian-American author and journalist known for her books on history, politics, and human rights, often drawing on her own family's experiences in Cold War–era Eastern Europe.
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cdb5d908190bb6c5cb3c794cf4b completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ecfd99c8190a4375a0f62aa50d1 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f50b70881908f047c44bd471d00 completed May 10, 2026, 11:43 a.m.
NED2 Entity disambiguation (via description) batch_6a0070aee0248190b3463b98a739d1ae completed May 10, 2026, 11:49 a.m.
Created at: April 10, 2026, 5:10 a.m.