Triple

T10792697
Position Surface form Disambiguated ID Type / Status
Subject Heather Dubrow E254621 entity
Predicate birthName P65 FINISHED
Object Heather Paige Kent
Heather Paige Kent is an American actress and television personality best known for starring on "The Real Housewives of Orange County."
 E908123 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: Heather Paige Kent | Statement: [Heather Dubrow, birthName, Heather Paige Kent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heather Paige Kent
Context triple: [Heather Dubrow, birthName, Heather Paige Kent]
  • A. Heather Poe
    Heather Poe is an American former parking enforcement officer best known as the longtime partner and wife of Mary Cheney, the daughter of former U.S. Vice President Dick Cheney.
  • B. Paige Hurd
    Paige Hurd is an American actress best known for her roles in television series such as "Everybody Hates Chris" and "The Oval," as well as various film appearances.
  • C. Paige VanZant
    Paige VanZant is an American mixed martial artist and bare-knuckle boxer who gained wider fame through her appearances on reality television and in mainstream media.
  • D. Paige Meade
    Paige Meade is an actress known for her role in the British science-fiction comedy film "Attack the Block."
  • E. April Kent
    April Kent is the daughter of actress and vaudeville performer June Havoc, who was the younger sister of famed burlesque star Gypsy Rose Lee.
  • 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: Heather Paige Kent
Triple: [Heather Dubrow, birthName, Heather Paige Kent]
Generated description
Heather Paige Kent is an American actress and television personality best known for starring on "The Real Housewives of Orange County."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heather Paige Kent
Target entity description: Heather Paige Kent is an American actress and television personality best known for starring on "The Real Housewives of Orange County."
  • A. Heather Poe
    Heather Poe is an American former parking enforcement officer best known as the longtime partner and wife of Mary Cheney, the daughter of former U.S. Vice President Dick Cheney.
  • B. Paige Hurd
    Paige Hurd is an American actress best known for her roles in television series such as "Everybody Hates Chris" and "The Oval," as well as various film appearances.
  • C. Paige VanZant
    Paige VanZant is an American mixed martial artist and bare-knuckle boxer who gained wider fame through her appearances on reality television and in mainstream media.
  • D. Paige Meade
    Paige Meade is an actress known for her role in the British science-fiction comedy film "Attack the Block."
  • E. April Kent
    April Kent is the daughter of actress and vaudeville performer June Havoc, who was the younger sister of famed burlesque star Gypsy Rose Lee.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f7ad408190af4727dd9d459498 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e46262a8f88190869c2161c3b10a19 completed April 19, 2026, 5:04 a.m.
NEDg Description generation batch_69e4666f98ac81908b3d3b8a6a8af8c9 completed April 19, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69e46c3f28dc8190a521c00151b01fde completed April 19, 2026, 5:46 a.m.
Created at: April 8, 2026, 9:17 p.m.