Triple

T21064064
Position Surface form Disambiguated ID Type / Status
Subject Tom Steyer E518921 entity
Predicate spouse P13 FINISHED
Object Kat Taylor
Kat Taylor is an American businesswoman, philanthropist, and social justice advocate, best known as the co-founder and former CEO of Beneficial State Bank and for her work in environmental and economic equity initiatives.
 E1487099 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: Kat Taylor | Statement: [Tom Steyer, spouse, Kat Taylor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kat Taylor
Context triple: [Tom Steyer, spouse, Kat Taylor]
  • A. Kelly Taylor
    Kelly Taylor is a central fictional character from the television series "Beverly Hills, 90210," known for her complex personal struggles, evolving relationships, and prominent role in the show's depiction of affluent teen life.
  • B. Emily Taylor
    Emily Taylor is the central protagonist of the psychological thriller film "Side Effects," around whom the story’s exploration of medication, mental health, and deception revolves.
  • C. Karen Taylor
    Karen Taylor is an American racehorse owner best known for co-owning the legendary Triple Crown-winning Thoroughbred Seattle Slew.
  • D. Jen Taylor
    Jen Taylor is an American voice actress best known for portraying Princess Peach in the Super Mario series and Cortana in the Halo franchise.
  • E. Tamara Taylor
    Tamara Taylor is a Canadian actress best known for her role as Dr. Camille Saroyan on the television series "Bones."
  • 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: Kat Taylor
Triple: [Tom Steyer, spouse, Kat Taylor]
Generated description
Kat Taylor is an American businesswoman, philanthropist, and social justice advocate, best known as the co-founder and former CEO of Beneficial State Bank and for her work in environmental and economic equity initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kat Taylor
Target entity description: Kat Taylor is an American businesswoman, philanthropist, and social justice advocate, best known as the co-founder and former CEO of Beneficial State Bank and for her work in environmental and economic equity initiatives.
  • A. Kelly Taylor
    Kelly Taylor is a central fictional character from the television series "Beverly Hills, 90210," known for her complex personal struggles, evolving relationships, and prominent role in the show's depiction of affluent teen life.
  • B. Emily Taylor
    Emily Taylor is the central protagonist of the psychological thriller film "Side Effects," around whom the story’s exploration of medication, mental health, and deception revolves.
  • C. Karen Taylor
    Karen Taylor is an American racehorse owner best known for co-owning the legendary Triple Crown-winning Thoroughbred Seattle Slew.
  • D. Jen Taylor
    Jen Taylor is an American voice actress best known for portraying Princess Peach in the Super Mario series and Cortana in the Halo franchise.
  • E. Tamara Taylor
    Tamara Taylor is a Canadian actress best known for her role as Dr. Camille Saroyan on the television series "Bones."
  • 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_69e0b505ef108190b25dd4033e2ff7eb completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6feb29e388190a80fa969a4daa606 completed April 21, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e11ea52c819080d2b46b746fed16 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e1a896b88190bfed465584ef11d7 completed May 17, 2026, 3:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09e20142748190b73404b8211b9788 completed May 17, 2026, 3:42 p.m.
Created at: April 16, 2026, 2:43 p.m.