Triple

T19479305
Position Surface form Disambiguated ID Type / Status
Subject Phil McGraw E487334 entity
Predicate spouse P13 FINISHED
Object Debbie Higgins
Debbie Higgins was an American editor and the first wife of television personality Dr. Phil McGraw.
E1410669 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: Debbie Higgins | Statement: [Phil McGraw, spouse, Debbie Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Debbie Higgins
Context triple: [Phil McGraw, spouse, Debbie Higgins]
  • A. Debbie Blair
    Debbie Blair is known as the sister of American actress Linda Blair, who gained fame for her role in the horror film "The Exorcist."
  • B. Debbie Hall
    Debbie Hall is a musician best known as a member of the alternative rock band Concrete Blonde.
  • C. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • D. Debbie Sullivan
    Debbie Sullivan is a central character in the 1986 romantic comedy-drama film "About Last Night," portrayed as a young woman navigating the complexities of love and commitment in a modern relationship.
  • E. Debbie Daley
    Debbie Daley is best known as the mother of British Olympic diver Tom Daley, who has been a prominent supporter throughout his diving career.
  • 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: Debbie Higgins
Triple: [Phil McGraw, spouse, Debbie Higgins]
Generated description
Debbie Higgins was an American editor and the first wife of television personality Dr. Phil McGraw.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Debbie Higgins
Target entity description: Debbie Higgins was an American editor and the first wife of television personality Dr. Phil McGraw.
  • A. Debbie Blair
    Debbie Blair is known as the sister of American actress Linda Blair, who gained fame for her role in the horror film "The Exorcist."
  • B. Debbie Hall
    Debbie Hall is a musician best known as a member of the alternative rock band Concrete Blonde.
  • C. Debbie Meadows
    Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
  • D. Debbie Sullivan
    Debbie Sullivan is a central character in the 1986 romantic comedy-drama film "About Last Night," portrayed as a young woman navigating the complexities of love and commitment in a modern relationship.
  • E. Debbie Daley
    Debbie Daley is best known as the mother of British Olympic diver Tom Daley, who has been a prominent supporter throughout his diving career.
  • 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_69d8e8d924388190b847cb15bb3d0aff completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63437b9748190a8fc6bf6b3d90918 completed April 20, 2026, 2:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f1f42bc8190b89152f422a1b0e0 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08209695e881908cb1afe6e17cd97d completed May 16, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_6a08245621948190a7ae6f5e25b08a10 completed May 16, 2026, 8:01 a.m.
Created at: April 10, 2026, 1:39 p.m.