Triple

T8296966
Position Surface form Disambiguated ID Type / Status
Subject H. Stuart Hughes E194243 entity
Predicate spouse P13 FINISHED
Object Judith Hughes
Judith Hughes is a historian and scholar known for her work in modern European intellectual history and for being married to fellow historian H. Stuart Hughes.
E832392 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: Judith Hughes | Statement: [H. Stuart Hughes, spouse, Judith Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Judith Hughes
Context triple: [H. Stuart Hughes, spouse, Judith Hughes]
  • A. Judith Harper
    Judith Harper is a character on the sitcom "Two and a Half Men," known as Alan Harper’s ex-wife and the often antagonistic mother of their son, Jake.
  • B. Judith Nelson
    Judith Nelson was an American soprano known for her pioneering work and acclaimed performances in the early music and Baroque repertoire.
  • C. Judith Wheler
    Judith Wheler was the mother of British abolitionist and social reformer Granville Sharp.
  • D. Judith Noel
    Judith Noel was an English aristocrat and heiress of the Noel family, notable as the mother of Annabella Milbanke, the wife of poet Lord Byron.
  • E. Judith Henry
    Judith Henry was a civilian widow whose home became a focal point of the First Battle of Bull Run during the American Civil War, where she was killed by artillery fire.
  • 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: Judith Hughes
Triple: [H. Stuart Hughes, spouse, Judith Hughes]
Generated description
Judith Hughes is a historian and scholar known for her work in modern European intellectual history and for being married to fellow historian H. Stuart Hughes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Judith Hughes
Target entity description: Judith Hughes is a historian and scholar known for her work in modern European intellectual history and for being married to fellow historian H. Stuart Hughes.
  • A. Judith Harper
    Judith Harper is a character on the sitcom "Two and a Half Men," known as Alan Harper’s ex-wife and the often antagonistic mother of their son, Jake.
  • B. Judith Nelson
    Judith Nelson was an American soprano known for her pioneering work and acclaimed performances in the early music and Baroque repertoire.
  • C. Judith Wheler
    Judith Wheler was the mother of British abolitionist and social reformer Granville Sharp.
  • D. Judith Noel
    Judith Noel was an English aristocrat and heiress of the Noel family, notable as the mother of Annabella Milbanke, the wife of poet Lord Byron.
  • E. Judith Henry
    Judith Henry was a civilian widow whose home became a focal point of the First Battle of Bull Run during the American Civil War, where she was killed by artillery fire.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df887148190bddc2609bc885cb4 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23c6f38ac8190a652575b8dc2fd45 completed April 5, 2026, 10:41 a.m.
NEDg Description generation batch_69d23e6ca3908190b7ad7b932ab35ad7 completed April 5, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69d241020074819092bc2deea85a6ac0 completed April 5, 2026, 11:01 a.m.
Created at: March 30, 2026, 5:53 p.m.