Triple

T12757821
Position Surface form Disambiguated ID Type / Status
Subject Hugh Gough, 1st Viscount Gough E304905 entity
Predicate spouse P13 FINISHED
Object Frances Maria Stephens
Frances Maria Stephens was the wife of British Army officer Hugh Gough, 1st Viscount Gough, a prominent 19th-century military commander.
E1000252 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: Frances Maria Stephens | Statement: [Hugh Gough, 1st Viscount Gough, spouse, Frances Maria Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frances Maria Stephens
Context triple: [Hugh Gough, 1st Viscount Gough, spouse, Frances Maria Stephens]
  • A. Mary Anne Stephens
    Mary Anne Stephens is best known as the wife of legendary NFL coach Don Shula and for her involvement in various philanthropic and charitable activities.
  • B. Maria Louisa Bustill
    Maria Louisa Bustill was an African American teacher from a prominent mixed-race Quaker family in Philadelphia and the mother of actor, singer, and civil rights activist Paul Robeson.
  • C. Maria Louisa Hyde
    Maria Louisa Hyde was the wife of American businessman and philanthropist Enoch Pratt, noted for her connection to one of Baltimore’s most prominent 19th-century civic benefactors.
  • D. Aloise Steiner Buckley
    Aloise Steiner Buckley was the mother of American conservative author and commentator William F. Buckley Jr.
  • E. Mary Augusta Walzl
    Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
  • 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: Frances Maria Stephens
Triple: [Hugh Gough, 1st Viscount Gough, spouse, Frances Maria Stephens]
Generated description
Frances Maria Stephens was the wife of British Army officer Hugh Gough, 1st Viscount Gough, a prominent 19th-century military commander.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frances Maria Stephens
Target entity description: Frances Maria Stephens was the wife of British Army officer Hugh Gough, 1st Viscount Gough, a prominent 19th-century military commander.
  • A. Mary Anne Stephens
    Mary Anne Stephens is best known as the wife of legendary NFL coach Don Shula and for her involvement in various philanthropic and charitable activities.
  • B. Maria Louisa Bustill
    Maria Louisa Bustill was an African American teacher from a prominent mixed-race Quaker family in Philadelphia and the mother of actor, singer, and civil rights activist Paul Robeson.
  • C. Maria Louisa Hyde
    Maria Louisa Hyde was the wife of American businessman and philanthropist Enoch Pratt, noted for her connection to one of Baltimore’s most prominent 19th-century civic benefactors.
  • D. Aloise Steiner Buckley
    Aloise Steiner Buckley was the mother of American conservative author and commentator William F. Buckley Jr.
  • E. Mary Augusta Walzl
    Mary Augusta Walzl was the first wife of computer pioneer John W. Mauchly, with whom she shared much of his early academic and professional life.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8d3eb08190ae998df5cc6d9ba6 completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c9c93248190b77c7d229da64ffb completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67de172088190b055ace0fdcfd1fd completed May 2, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f67ec570a881909c98471b701999f0 completed May 2, 2026, 10:46 p.m.
Created at: April 9, 2026, 5:27 p.m.