Triple

T15280619
Position Surface form Disambiguated ID Type / Status
Subject Caroline Aaron E365257 entity
Predicate spouse P13 FINISHED
Object James Foreman
James Foreman is the husband of American actress Caroline Aaron, known for her work in film, television, and theater.
E1148485 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 Foreman | Statement: [Caroline Aaron, spouse, James Foreman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Foreman
Context triple: [Caroline Aaron, spouse, James Foreman]
  • A. Tim Foreman
    Tim Foreman is an American bassist and songwriter best known as a founding member of the alternative rock band Switchfoot.
  • B. Jamie Foreman
    Jamie Foreman is a British character actor known for his tough-guy roles in film and television, including notable appearances in crime dramas.
  • C. Tom Foreman
    Tom Foreman is an American journalist and television correspondent best known for his long-running reporting and anchoring work with CNN.
  • D. Jon Fitch
    Jon Fitch is an American mixed martial artist best known for his long, grinding wrestling-based run as a top welterweight contender in the UFC.
  • E. Chris Foreman
    Chris Foreman is the guitarist for the British ska band Madness, known for his role in shaping the group's distinctive sound.
  • 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 Foreman
Triple: [Caroline Aaron, spouse, James Foreman]
Generated description
James Foreman is the husband of American actress Caroline Aaron, known for her work in film, television, and theater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Foreman
Target entity description: James Foreman is the husband of American actress Caroline Aaron, known for her work in film, television, and theater.
  • A. Tim Foreman
    Tim Foreman is an American bassist and songwriter best known as a founding member of the alternative rock band Switchfoot.
  • B. Jamie Foreman
    Jamie Foreman is a British character actor known for his tough-guy roles in film and television, including notable appearances in crime dramas.
  • C. Tom Foreman
    Tom Foreman is an American journalist and television correspondent best known for his long-running reporting and anchoring work with CNN.
  • D. Jon Fitch
    Jon Fitch is an American mixed martial artist best known for his long, grinding wrestling-based run as a top welterweight contender in the UFC.
  • E. Chris Foreman
    Chris Foreman is the guitarist for the British ska band Madness, known for his role in shaping the group's distinctive sound.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e504d8c8190ad6c565a31d1a9bd completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef754c9c8190abdc1d08fd1511cd completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef17e1b8481908600e8f2f60ebe98 completed May 9, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69fef1e8e41481908f2c8ebe1b1036fa completed May 9, 2026, 8:35 a.m.
Created at: April 10, 2026, 3:15 a.m.