Triple

T22992466
Position Surface form Disambiguated ID Type / Status
Subject Nadia Gray E572087 entity
Predicate spouse P13 FINISHED
Object Herbert Silverman
Herbert Silverman is an American mathematician and prominent secular activist known for his leadership in the freethought and atheist movements.
E1577910 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: Herbert Silverman | Statement: [Nadia Gray, spouse, Herbert Silverman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Silverman
Context triple: [Nadia Gray, spouse, Herbert Silverman]
  • A. Robert Silverman
    Robert Silverman is a Canadian character actor known for his frequent collaborations with director David Cronenberg in films such as "Scanners" and "Rabid."
  • B. Robert L. Goldberg
    Robert L. Goldberg is an American attorney best known for serving as the named respondent in the landmark U.S. Supreme Court case Rostker v. Goldberg, which challenged the male-only military draft registration.
  • C. Walter Kornbluth
    Walter Kornbluth is a zealous and often comically obsessive scientist in the 1984 romantic fantasy film "Splash," determined to expose the existence of a real mermaid.
  • D. Stanley H. Silverman
    Stanley H. Silverman is a screenwriter best known for his work on mid-20th-century American films, including the 1964 biographical movie about country singer Hank Williams, "Your Cheatin’ Heart."
  • E. Herschel Weingrod
    Herschel Weingrod is an American screenwriter best known for co-writing popular 1980s and 1990s comedies such as "Trading Places," "Twins," and "Kindergarten Cop."
  • 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: Herbert Silverman
Triple: [Nadia Gray, spouse, Herbert Silverman]
Generated description
Herbert Silverman is an American mathematician and prominent secular activist known for his leadership in the freethought and atheist movements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Silverman
Target entity description: Herbert Silverman is an American mathematician and prominent secular activist known for his leadership in the freethought and atheist movements.
  • A. Robert Silverman
    Robert Silverman is a Canadian character actor known for his frequent collaborations with director David Cronenberg in films such as "Scanners" and "Rabid."
  • B. Robert L. Goldberg
    Robert L. Goldberg is an American attorney best known for serving as the named respondent in the landmark U.S. Supreme Court case Rostker v. Goldberg, which challenged the male-only military draft registration.
  • C. Walter Kornbluth
    Walter Kornbluth is a zealous and often comically obsessive scientist in the 1984 romantic fantasy film "Splash," determined to expose the existence of a real mermaid.
  • D. Stanley H. Silverman
    Stanley H. Silverman is a screenwriter best known for his work on mid-20th-century American films, including the 1964 biographical movie about country singer Hank Williams, "Your Cheatin’ Heart."
  • E. Herschel Weingrod
    Herschel Weingrod is an American screenwriter best known for co-writing popular 1980s and 1990s comedies such as "Trading Places," "Twins," and "Kindergarten Cop."
  • 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_69e245b535808190adef8a9df3c584db completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182f017a88190b02d0649a3af5d99 completed April 29, 2026, 4:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f2ecb948190aa488d468b4f9775 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c40b67a848190a0b123de09941bc0 completed May 19, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0c411702a48190ba2964ba221394d1 completed May 19, 2026, 10:53 a.m.
Created at: April 17, 2026, 3:50 p.m.