Triple

T18958523
Position Surface form Disambiguated ID Type / Status
Subject Claudia Martin E463847 entity
Predicate spouse P13 FINISHED
Object James T. McDonald
James T. McDonald is known primarily as the husband of Claudia Martin, the daughter of entertainer Dean Martin.
E1358999 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: James T. McDonald | Statement: [Claudia Martin, spouse, James T. McDonald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James T. McDonald
Context triple: [Claudia Martin, spouse, James T. McDonald]
  • A. James E. McDonald
    James E. McDonald was an American atmospheric physicist and prominent UFO researcher who became one of the most vocal scientific critics of official U.S. government investigations into unidentified flying objects.
  • B. William McDonald
    William McDonald is a name shared by multiple notable individuals across fields such as politics, academia, and the arts.
  • C. Milton McDonald
    Milton McDonald is a British session and touring guitarist known for his work with prominent rock and pop acts, including serving as an additional live musician for Anderson Bruford Wakeman Howe.
  • D. Frank McLain
    Frank McLain was a 19th-century figure of the American Old West known for his role in the violent political and law-enforcement conflict known as the Dodge City War.
  • E. John McIntire
    John McIntire was an American character actor known for his distinctive deep voice and roles in Western films and television, as well as voice work in classic Disney animated features.
  • 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: James T. McDonald
Triple: [Claudia Martin, spouse, James T. McDonald]
Generated description
James T. McDonald is known primarily as the husband of Claudia Martin, the daughter of entertainer Dean Martin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James T. McDonald
Target entity description: James T. McDonald is known primarily as the husband of Claudia Martin, the daughter of entertainer Dean Martin.
  • A. James E. McDonald
    James E. McDonald was an American atmospheric physicist and prominent UFO researcher who became one of the most vocal scientific critics of official U.S. government investigations into unidentified flying objects.
  • B. William McDonald
    William McDonald is a name shared by multiple notable individuals across fields such as politics, academia, and the arts.
  • C. Milton McDonald
    Milton McDonald is a British session and touring guitarist known for his work with prominent rock and pop acts, including serving as an additional live musician for Anderson Bruford Wakeman Howe.
  • D. Frank McLain
    Frank McLain was a 19th-century figure of the American Old West known for his role in the violent political and law-enforcement conflict known as the Dodge City War.
  • E. John McIntire
    John McIntire was an American character actor known for his distinctive deep voice and roles in Western films and television, as well as voice work in classic Disney animated features.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d057a48190b82b5788b3281e28 completed April 20, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e65b3b2481909b46c99e3fb88ea4 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e816e60081909515e5d1bd759ab7 completed May 14, 2026, 3:19 p.m.
NED2 Entity disambiguation (via description) batch_6a05e9082cc08190b61dbca5658847e8 completed May 14, 2026, 3:23 p.m.
Created at: April 10, 2026, noon