Triple

T14684337
Position Surface form Disambiguated ID Type / Status
Subject James Ramsay E344869 entity
Predicate spouse P13 FINISHED
Object Margaret Huston
Margaret Huston is known primarily as the wife of James Ramsay.
E1298307 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: Margaret Huston | Statement: [James Ramsay, spouse, Margaret Huston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Huston
Context triple: [James Ramsay, spouse, Margaret Huston]
  • A. Marjorie Hearn
    Marjorie Hearn was the longtime wife and partner of legendary Los Angeles Lakers broadcaster Chick Hearn.
  • B. Margaret Loesch
    Margaret Loesch is an American television executive and producer best known for leading and shaping children's programming blocks such as Fox Kids and influencing the rise of 1990s kids' TV.
  • C. Muriel McClure
    Muriel McClure was the wife of Nobel Prize–winning geneticist George W. Beadle.
  • D. Judith Hoag
    Judith Hoag is an American actress best known for her roles in the original Teenage Mutant Ninja Turtles film and Disney Channel’s Halloweentown series.
  • E. Mary Hoyt
    Mary Hoyt was the birth name of Mary Hoyt Sherman, an American woman known primarily in historical records through her married identity.
  • 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: Margaret Huston
Triple: [James Ramsay, spouse, Margaret Huston]
Generated description
Margaret Huston is known primarily as the wife of James Ramsay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Huston
Target entity description: Margaret Huston is known primarily as the wife of James Ramsay.
  • A. Marjorie Hearn
    Marjorie Hearn was the longtime wife and partner of legendary Los Angeles Lakers broadcaster Chick Hearn.
  • B. Margaret Loesch
    Margaret Loesch is an American television executive and producer best known for leading and shaping children's programming blocks such as Fox Kids and influencing the rise of 1990s kids' TV.
  • C. Muriel McClure
    Muriel McClure was the wife of Nobel Prize–winning geneticist George W. Beadle.
  • D. Judith Hoag
    Judith Hoag is an American actress best known for her roles in the original Teenage Mutant Ninja Turtles film and Disney Channel’s Halloweentown series.
  • E. Mary Hoyt
    Mary Hoyt was the birth name of Mary Hoyt Sherman, an American woman known primarily in historical records through her married identity.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb56bdb8081909ff86440ba20fb1f completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0328fa616c8190a682e7516e8ecbb9 completed May 12, 2026, 1:19 p.m.
NEDg Description generation batch_6a032b2e82bc81909ae01849715745a8 completed May 12, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a032caa8c688190ac7a730bf855bde4 completed May 12, 2026, 1:35 p.m.
Created at: April 10, 2026, 1:28 a.m.