Triple

T3125267
Position Surface form Disambiguated ID Type / Status
Subject Wendy Williams E65281 entity
Predicate spouse P13 FINISHED
Object Bert Girigorie
Bert Girigorie is an American sales and marketing professional best known for his brief early-1990s marriage to media personality Wendy Williams.
E328371 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: Bert Girigorie | Statement: [Wendy Williams, spouse, Bert Girigorie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bert Girigorie
Context triple: [Wendy Williams, spouse, Bert Girigorie]
  • A. Frank Schoonover
    Frank Schoonover was an American illustrator associated with the Brandywine School, renowned for his adventure, Western, and historical paintings in early 20th-century magazines and books.
  • B. Norbert Goeneutte
    Norbert Goeneutte was a French Impressionist painter and printmaker known for his Parisian street scenes and portraits in the late 19th century.
  • C. Jules Schelvis
    Jules Schelvis was a Dutch Jewish Holocaust survivor, historian, and author who became a leading expert and witness on the Sobibor extermination camp.
  • D. Gerard Houckgeest
    Gerard Houckgeest was a Dutch Golden Age painter renowned for his innovative church interior scenes and architectural perspectives, particularly associated with Delft.
  • E. Hubert Bruls
    Hubert Bruls is a Dutch politician best known as the long-serving mayor of Nijmegen and a prominent figure in national public safety and crisis management.
  • 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: Bert Girigorie
Triple: [Wendy Williams, spouse, Bert Girigorie]
Generated description
Bert Girigorie is an American sales and marketing professional best known for his brief early-1990s marriage to media personality Wendy Williams.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bert Girigorie
Target entity description: Bert Girigorie is an American sales and marketing professional best known for his brief early-1990s marriage to media personality Wendy Williams.
  • A. Frank Schoonover
    Frank Schoonover was an American illustrator associated with the Brandywine School, renowned for his adventure, Western, and historical paintings in early 20th-century magazines and books.
  • B. Norbert Goeneutte
    Norbert Goeneutte was a French Impressionist painter and printmaker known for his Parisian street scenes and portraits in the late 19th century.
  • C. Jules Schelvis
    Jules Schelvis was a Dutch Jewish Holocaust survivor, historian, and author who became a leading expert and witness on the Sobibor extermination camp.
  • D. Gerard Houckgeest
    Gerard Houckgeest was a Dutch Golden Age painter renowned for his innovative church interior scenes and architectural perspectives, particularly associated with Delft.
  • E. Hubert Bruls
    Hubert Bruls is a Dutch politician best known as the long-serving mayor of Nijmegen and a prominent figure in national public safety and crisis management.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52e9f348190aa15b2c0d252719f completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f75fbf081909a2957b7277c3aae completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20fbe1ef081909ef8c11fef96fcf9 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b2101960388190827cc3e64fdf293b completed March 12, 2026, 1 a.m.
Created at: March 8, 2026, 3:04 p.m.