Triple

T13997723
Position Surface form Disambiguated ID Type / Status
Subject Michael Badalucco E336743 entity
Predicate spouse P13 FINISHED
Object Brenda Heywood
Brenda Heywood is known as the wife of American actor Michael Badalucco.
 E1086656 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: Brenda Heywood | Statement: [Michael Badalucco, spouse, Brenda Heywood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brenda Heywood
Context triple: [Michael Badalucco, spouse, Brenda Heywood]
  • A. Brenda Mae Tarpley
    Brenda Mae Tarpley, better known as Brenda Lee, is an American pop and country singer famed for her powerful voice and classic hits like "I'm Sorry" and "Rockin' Around the Christmas Tree."
  • B. Brenda Walsh
    Brenda Walsh is a central teenage character from the 1990s television drama "Beverly Hills, 90210," known for her complex relationships, family dynamics, and coming-of-age storylines.
  • C. Brenda Bethune
    Brenda Bethune is an American politician and businesswoman who serves as the mayor of Myrtle Beach, South Carolina.
  • D. Brenda Patterson
    Brenda Patterson is an American woman known for being the plaintiff in the landmark U.S. Supreme Court employment discrimination case Patterson v. McLean Credit Union.
  • E. Brenda Wright
    Brenda Wright is known as the former wife of Australian comedian and satirist Barry Humphries.
  • 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: Brenda Heywood
Triple: [Michael Badalucco, spouse, Brenda Heywood]
Generated description
Brenda Heywood is known as the wife of American actor Michael Badalucco.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brenda Heywood
Target entity description: Brenda Heywood is known as the wife of American actor Michael Badalucco.
  • A. Brenda Mae Tarpley
    Brenda Mae Tarpley, better known as Brenda Lee, is an American pop and country singer famed for her powerful voice and classic hits like "I'm Sorry" and "Rockin' Around the Christmas Tree."
  • B. Brenda Walsh
    Brenda Walsh is a central teenage character from the 1990s television drama "Beverly Hills, 90210," known for her complex relationships, family dynamics, and coming-of-age storylines.
  • C. Brenda Bethune
    Brenda Bethune is an American politician and businesswoman who serves as the mayor of Myrtle Beach, South Carolina.
  • D. Brenda Patterson
    Brenda Patterson is an American woman known for being the plaintiff in the landmark U.S. Supreme Court employment discrimination case Patterson v. McLean Credit Union.
  • E. Brenda Wright
    Brenda Wright is known as the former wife of Australian comedian and satirist Barry Humphries.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb68ba88190bfaf10777d607bf3 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd192ee1ac81908663ebd2e06784f1 completed May 7, 2026, 10:58 p.m.
NEDg Description generation batch_69fd2315cf6881908fc83b273c966cae completed May 7, 2026, 11:41 p.m.
NED2 Entity disambiguation (via description) batch_69fd238d6a7c8190980388e9027e3a72 completed May 7, 2026, 11:43 p.m.
Created at: April 9, 2026, 10:19 p.m.