Triple

T10381389
Position Surface form Disambiguated ID Type / Status
Subject David Langford E244647 entity
Predicate spouse P13 FINISHED
Object Hazel Langford
Hazel Langford is the wife of British science fiction author and critic David Langford.
E913690 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: Hazel Langford | Statement: [David Langford, spouse, Hazel Langford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazel Langford
Context triple: [David Langford, spouse, Hazel Langford]
  • A. Hazel Bennet
    Hazel Bennet was the wife of American film director and actor Lloyd Bacon, associated with Hollywood’s early studio era.
  • B. Hazel Dorothy Scott
    Hazel Dorothy Scott was a Trinidadian-American jazz and classical pianist, singer, and civil rights activist renowned for her virtuosic performances and trailblazing presence in film and television.
  • C. Hazel Moder
    Hazel Moder is the daughter of actress Julia Roberts and cinematographer Daniel Moder, known primarily for her connection to her famous parents and occasional public appearances alongside them.
  • D. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • E. Beryl Mercer
    Beryl Mercer was a British-born character actress known for her maternal and supporting roles in early 20th-century stage and Hollywood films.
  • 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: Hazel Langford
Triple: [David Langford, spouse, Hazel Langford]
Generated description
Hazel Langford is the wife of British science fiction author and critic David Langford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazel Langford
Target entity description: Hazel Langford is the wife of British science fiction author and critic David Langford.
  • A. Hazel Bennet
    Hazel Bennet was the wife of American film director and actor Lloyd Bacon, associated with Hollywood’s early studio era.
  • B. Hazel Dorothy Scott
    Hazel Dorothy Scott was a Trinidadian-American jazz and classical pianist, singer, and civil rights activist renowned for her virtuosic performances and trailblazing presence in film and television.
  • C. Hazel Moder
    Hazel Moder is the daughter of actress Julia Roberts and cinematographer Daniel Moder, known primarily for her connection to her famous parents and occasional public appearances alongside them.
  • D. Helen Wright
    Helen Wright is a wealthy, emotionally volatile socialite who becomes romantically entangled with a young violin prodigy in the film "Humoresque."
  • E. Beryl Mercer
    Beryl Mercer was a British-born character actress known for her maternal and supporting roles in early 20th-century stage and Hollywood films.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9921fa48190a874aa9a9e385b97 completed April 7, 2026, 11:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e4cbacad608190adddd91f13e4113b completed April 19, 2026, 12:33 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 6, 2026, 12:03 p.m.