Triple

T6276075
Position Surface form Disambiguated ID Type / Status
Subject John Breaux E140662 entity
Predicate familyName P18 FINISHED
Object Breaux
Breaux is a surname most notably associated with John Breaux, a former United States Senator from Louisiana.
 E578460 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: Breaux | Statement: [John Breaux, familyName, Breaux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Breaux
Context triple: [John Breaux, familyName, Breaux]
  • A. John Breaux
    John Breaux is an American Democratic politician from Louisiana who served in the U.S. House of Representatives and later as a U.S. Senator, known for his centrist, bipartisan approach to legislation.
  • B. Van Robichaux
    Van Robichaux is an American screenwriter best known for co-writing the comedy film "Fist Fight" and working on various television and film projects.
  • C. LeBlanc
    LeBlanc is a French surname meaning “the white,” commonly borne by people of French or Francophone heritage.
  • D. Slim Gaillard
    Slim Gaillard was an American jazz singer, guitarist, pianist, and songwriter known for his humorous performances, scat singing, and inventive "Vout-o-Reenee" hipster slang in the 1930s and 1940s.
  • E. Christopher Breaux
    Christopher Breaux, better known as Frank Ocean, is an acclaimed American singer, songwriter, and producer recognized for his influential work in contemporary R&B and hip-hop.
  • 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: Breaux
Triple: [John Breaux, familyName, Breaux]
Generated description
Breaux is a surname most notably associated with John Breaux, a former United States Senator from Louisiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Breaux
Target entity description: Breaux is a surname most notably associated with John Breaux, a former United States Senator from Louisiana.
  • A. John Breaux chosen
    John Breaux is an American Democratic politician from Louisiana who served in the U.S. House of Representatives and later as a U.S. Senator, known for his centrist, bipartisan approach to legislation.
  • B. Van Robichaux
    Van Robichaux is an American screenwriter best known for co-writing the comedy film "Fist Fight" and working on various television and film projects.
  • C. LeBlanc
    LeBlanc is a French surname meaning “the white,” commonly borne by people of French or Francophone heritage.
  • D. Slim Gaillard
    Slim Gaillard was an American jazz singer, guitarist, pianist, and songwriter known for his humorous performances, scat singing, and inventive "Vout-o-Reenee" hipster slang in the 1930s and 1940s.
  • E. Christopher Breaux
    Christopher Breaux, better known as Frank Ocean, is an acclaimed American singer, songwriter, and producer recognized for his influential work in contemporary R&B and hip-hop.
  • F. None of above.

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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063c170bc8190933e2fd5c9fef783 completed March 22, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c519478ed88190913f9e3ccf6368f1 completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51eddcd4881909f1d3bee21c42ba2 completed March 26, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69c51f65f2c88190a1d58724b74b6dee completed March 26, 2026, 11:58 a.m.
Created at: March 22, 2026, 4:26 p.m.