Triple

T10748264
Position Surface form Disambiguated ID Type / Status
Subject Ron Burkle E253507 entity
Predicate familyName P18 FINISHED
Object Burkle
Burkle is a surname most prominently associated with American billionaire investor and philanthropist Ron Burkle.
 E884353 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: Burkle | Statement: [Ron Burkle, familyName, Burkle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Burkle
Context triple: [Ron Burkle, familyName, Burkle]
  • A. Leland Palmer
    Leland Palmer is an American actress, singer, and dancer best known for her work in musical theatre and film during the 1960s and 1970s.
  • B. John Curtis Estes
    John Curtis Estes is the birth name of John Holmes, a notorious American adult film actor who became one of the most famous pornographic performers of the 1970s and 1980s.
  • C. Whiting Willauer
    Whiting Willauer was an American lawyer, diplomat, and intelligence operative best known for his role in founding and directing Civil Air Transport, an airline closely linked to early CIA operations in Asia.
  • D. Buckley
    Buckley is a small town in Flintshire, northeast Wales, known historically for its brickworks and coal mining industries.
  • E. Buckley
    Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
  • 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: Burkle
Triple: [Ron Burkle, familyName, Burkle]
Generated description
Burkle is a surname most prominently associated with American billionaire investor and philanthropist Ron Burkle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Burkle
Target entity description: Burkle is a surname most prominently associated with American billionaire investor and philanthropist Ron Burkle.
  • A. Leland Palmer
    Leland Palmer is an American actress, singer, and dancer best known for her work in musical theatre and film during the 1960s and 1970s.
  • B. John Curtis Estes
    John Curtis Estes is the birth name of John Holmes, a notorious American adult film actor who became one of the most famous pornographic performers of the 1970s and 1980s.
  • C. Whiting Willauer
    Whiting Willauer was an American lawyer, diplomat, and intelligence operative best known for his role in founding and directing Civil Air Transport, an airline closely linked to early CIA operations in Asia.
  • D. Buckley
    Buckley is a small town in Flintshire, northeast Wales, known historically for its brickworks and coal mining industries.
  • E. Buckley
    Buckley is a surname most prominently associated with William F. Buckley Jr., the influential American conservative author and founder of National Review.
  • 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_69d6aa5e51e8819095f06881cecf152e completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d711b9242c81908dbf3fa155159b3c completed April 9, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69de231af7388190b73347a3ffc1077a completed April 14, 2026, 11:20 a.m.
NEDg Description generation batch_69de27fb843c81908c0d0a5fb231543f completed April 14, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_69de2dff4a048190823c8b5f1f7ea548 completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:15 p.m.