Triple

T16130511
Position Surface form Disambiguated ID Type / Status
Subject Robert Vaught E391382 entity
Predicate notableStudent P4838 FINISHED
Object Donald A. Martin
Donald A. Martin is an American logician and set theorist known for his influential work on determinacy, descriptive set theory, and the foundations of mathematics.
E1406364 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: Donald A. Martin | Statement: [Robert Vaught, notableStudent, Donald A. Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Donald A. Martin
Context triple: [Robert Vaught, notableStudent, Donald A. Martin]
  • A. Donald M. McAlpine
    Donald M. McAlpine is an acclaimed Australian cinematographer known for his work on numerous major films, including collaborations with directors like Bruce Beresford and Baz Luhrmann.
  • B. Peter D. Martin
    Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
  • C. John W. Martin
    John W. Martin was a 20th-century American politician who served as Governor of Florida and for whom Martin County in the state is named.
  • D. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • E. Donald R. Seawell
    Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
  • 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: Donald A. Martin
Triple: [Robert Vaught, notableStudent, Donald A. Martin]
Generated description
Donald A. Martin is an American logician and set theorist known for his influential work on determinacy, descriptive set theory, and the foundations of mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Donald A. Martin
Target entity description: Donald A. Martin is an American logician and set theorist known for his influential work on determinacy, descriptive set theory, and the foundations of mathematics.
  • A. Donald M. McAlpine
    Donald M. McAlpine is an acclaimed Australian cinematographer known for his work on numerous major films, including collaborations with directors like Bruce Beresford and Baz Luhrmann.
  • B. Peter D. Martin
    Peter D. Martin was an American writer, academic, and publisher best known as the co-founder of San Francisco’s influential City Lights Bookstore and its associated publishing house.
  • C. John W. Martin
    John W. Martin was a 20th-century American politician who served as Governor of Florida and for whom Martin County in the state is named.
  • D. George R. Vierno
    George R. Vierno is a former New York City correction official best known for his leadership role within the city’s Department of Correction, for which a Rikers Island jail facility was named in his honor.
  • E. Donald R. Seawell
    Donald R. Seawell was an American attorney, theatrical producer, and arts patron best known for his influential role in developing Denver’s cultural landscape.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e2020829e88190b51ab32d22cf0259 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0804e090cc8190b3633950e33811bd completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08092fe1dc8190a2836414b7b439ca completed May 16, 2026, 6:05 a.m.
NED2 Entity disambiguation (via description) batch_6a080a3df1cc8190970766e8bcbcf7f5 completed May 16, 2026, 6:10 a.m.
Created at: April 10, 2026, 5:01 a.m.