Triple

T5711879
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Gold E125927 entity
Predicate spouse P13 FINISHED
Object Laurie Ochoa
Laurie Ochoa is an American journalist and editor known for her work in food and culture media, including leadership roles at publications such as the Los Angeles Times.
E544170 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: Laurie Ochoa | Statement: [Jonathan Gold, spouse, Laurie Ochoa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laurie Ochoa
Context triple: [Jonathan Gold, spouse, Laurie Ochoa]
  • A. Shannon De Lima
    Shannon De Lima is a Venezuelan model and public figure known for her work in fashion and her high-profile relationship with singer Marc Anthony.
  • B. Meegan Ochs
    Meegan Ochs is the daughter and estate manager of late American protest singer-songwriter Phil Ochs, known for preserving and promoting his musical and political legacy.
  • C. Mimi Rogers
    Mimi Rogers is an American actress and former model known for her work in film and television since the 1980s, including notable roles in movies like "The Rapture" and "Austin Powers: International Man of Mystery."
  • D. Lori Martin
    Lori Martin was an American actress best known for her role as the teenage daughter in the 1962 psychological thriller film "Cape Fear."
  • E. Denise Lakofski
    Denise Lakofski, better known as Denise Scott Brown, is a pioneering architect, urban planner, and theorist whose work and writings have profoundly influenced postmodern architecture and urban design.
  • 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: Laurie Ochoa
Triple: [Jonathan Gold, spouse, Laurie Ochoa]
Generated description
Laurie Ochoa is an American journalist and editor known for her work in food and culture media, including leadership roles at publications such as the Los Angeles Times.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laurie Ochoa
Target entity description: Laurie Ochoa is an American journalist and editor known for her work in food and culture media, including leadership roles at publications such as the Los Angeles Times.
  • A. Shannon De Lima
    Shannon De Lima is a Venezuelan model and public figure known for her work in fashion and her high-profile relationship with singer Marc Anthony.
  • B. Meegan Ochs
    Meegan Ochs is the daughter and estate manager of late American protest singer-songwriter Phil Ochs, known for preserving and promoting his musical and political legacy.
  • C. Mimi Rogers
    Mimi Rogers is an American actress and former model known for her work in film and television since the 1980s, including notable roles in movies like "The Rapture" and "Austin Powers: International Man of Mystery."
  • D. Lori Martin
    Lori Martin was an American actress best known for her role as the teenage daughter in the 1962 psychological thriller film "Cape Fear."
  • E. Denise Lakofski
    Denise Lakofski, better known as Denise Scott Brown, is a pioneering architect, urban planner, and theorist whose work and writings have profoundly influenced postmodern architecture and urban design.
  • 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_69c0082d6fe48190b777fb383769e5c8 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c024b386a08190bd2738d93861edc2 completed March 22, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07dedffd481909fafd916190b016f completed March 22, 2026, 11:40 p.m.
NEDg Description generation batch_69c08cf206188190a4e5bb2649d97be9 completed March 23, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c08dc4d12c8190a7a245d583ef08d4 completed March 23, 2026, 12:48 a.m.
Created at: March 22, 2026, 3:46 p.m.