Triple

T15472421
Position Surface form Disambiguated ID Type / Status
Subject Leslie Bibb E376694 entity
Predicate spouse P13 FINISHED
Object Rob Born
Rob Born is an American investment banker best known for his former marriage to actress Leslie Bibb.
E1159110 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: Rob Born | Statement: [Leslie Bibb, spouse, Rob Born]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rob Born
Context triple: [Leslie Bibb, spouse, Rob Born]
  • A. Kyle Bornheimer
    Kyle Bornheimer is an American actor and comedian known for his roles in television sitcoms and films, as well as voice work in animated features.
  • B. Michael Bentt
    Michael Bentt is a former British-American professional heavyweight boxer who briefly held the WBO world title before becoming an actor and boxing consultant in film and television.
  • C. Rob Burnett
    Rob Burnett is an American television producer, writer, and director best known for his longtime work with David Letterman, including serving as executive producer of the "Late Show with David Letterman."
  • D. Jon Caliri
    Jon Caliri is an actor best known for playing the character Vinnie Pasetta.
  • E. Brian Bonsall
    Brian Bonsall is an American former child actor best known for playing Andy Keaton on the sitcom "Family Ties."
  • 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: Rob Born
Triple: [Leslie Bibb, spouse, Rob Born]
Generated description
Rob Born is an American investment banker best known for his former marriage to actress Leslie Bibb.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rob Born
Target entity description: Rob Born is an American investment banker best known for his former marriage to actress Leslie Bibb.
  • A. Kyle Bornheimer
    Kyle Bornheimer is an American actor and comedian known for his roles in television sitcoms and films, as well as voice work in animated features.
  • B. Michael Bentt
    Michael Bentt is a former British-American professional heavyweight boxer who briefly held the WBO world title before becoming an actor and boxing consultant in film and television.
  • C. Rob Burnett
    Rob Burnett is an American television producer, writer, and director best known for his longtime work with David Letterman, including serving as executive producer of the "Late Show with David Letterman."
  • D. Jon Caliri
    Jon Caliri is an actor best known for playing the character Vinnie Pasetta.
  • E. Brian Bonsall
    Brian Bonsall is an American former child actor best known for playing Andy Keaton on the sitcom "Family Ties."
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6c57308190b4cfe661c26addd4 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d075e64819097061ef4c205577e completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e1fb27c81908de0d755bf30c833 completed May 9, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff2f3ab6988190b4cefe2f55c4101c completed May 9, 2026, 12:57 p.m.
Created at: April 10, 2026, 3:33 a.m.