Triple

T2923347
Position Surface form Disambiguated ID Type / Status
Subject National Secular Society E78783 entity
Predicate hasFormerPresident P32134 FINISHED
Object Barbara Smoker
Barbara Smoker was a prominent British humanist, secularist, and campaigner for civil liberties and rationalism.
 E309537 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 Smoker | Statement: [National Secular Society, hasFormerPresident, Barbara Smoker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Smoker
Context triple: [National Secular Society, hasFormerPresident, Barbara Smoker]
  • A. Margaret Domka
    Margaret Domka is an American soccer referee known for officiating at the highest levels of the women’s game, including major domestic and international competitions.
  • B. Mary Jo Kopechne
    Mary Jo Kopechne was a young political campaign worker and former aide to Senator Robert F. Kennedy whose death in 1969 at Chappaquiddick Island became the center of a major political scandal involving Senator Ted Kennedy.
  • C. Barbara Ruick
    Barbara Ruick was an American actress and singer known for her film and television roles in the 1950s and 1960s.
  • D. Marion Kozak
    Marion Kozak is a Polish-born British human rights activist and academic, best known as the mother of UK politicians Ed and David Miliband.
  • E. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • 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 Smoker
Triple: [National Secular Society, hasFormerPresident, Barbara Smoker]
Generated description
Barbara Smoker was a prominent British humanist, secularist, and campaigner for civil liberties and rationalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Smoker
Target entity description: Barbara Smoker was a prominent British humanist, secularist, and campaigner for civil liberties and rationalism.
  • A. Margaret Domka
    Margaret Domka is an American soccer referee known for officiating at the highest levels of the women’s game, including major domestic and international competitions.
  • B. Mary Jo Kopechne
    Mary Jo Kopechne was a young political campaign worker and former aide to Senator Robert F. Kennedy whose death in 1969 at Chappaquiddick Island became the center of a major political scandal involving Senator Ted Kennedy.
  • C. Barbara Ruick
    Barbara Ruick was an American actress and singer known for her film and television roles in the 1950s and 1960s.
  • D. Marion Kozak
    Marion Kozak is a Polish-born British human rights activist and academic, best known as the mother of UK politicians Ed and David Miliband.
  • E. Barbara Marx
    Barbara Marx was an American model and socialite best known as the fourth and final wife of singer Frank Sinatra.
  • 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b056375b5c819081c7d4fd506cbf25 completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b05f640afc8190bf9b5b90ff7c9b0e completed March 10, 2026, 6:13 p.m.
NED2 Entity disambiguation (via description) batch_69b06010c1948190a2e13084a79b106b completed March 10, 2026, 6:16 p.m.
Created at: March 8, 2026, 2:55 p.m.