Triple

T16320375
Position Surface form Disambiguated ID Type / Status
Subject Humana Inc. E396274 entity
Predicate CEO P537 FINISHED
Object Bruce D. Broussard
Bruce D. Broussard is an American business executive best known for leading the health insurance and healthcare services company Humana Inc. as its chief executive.
E1210894 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: Bruce D. Broussard | Statement: [Humana Inc., CEO, Bruce D. Broussard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bruce D. Broussard
Context triple: [Humana Inc., CEO, Bruce D. Broussard]
  • A. James D. La Belle
    James D. La Belle was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • B. Paul Doucette
    Paul Doucette is an American musician best known as the drummer and later rhythm guitarist for the rock band Matchbox Twenty.
  • C. 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.
  • D. Pierre J. Thuot
    Pierre J. Thuot is a former NASA astronaut and U.S. Navy officer who flew on multiple Space Shuttle missions in the early 1990s.
  • E. F. Edward Hébert
    F. Edward Hébert was a long-serving U.S. Congressman from Louisiana who played a key role in shaping military and defense policy, particularly in support of the armed forces and their medical education.
  • 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: Bruce D. Broussard
Triple: [Humana Inc., CEO, Bruce D. Broussard]
Generated description
Bruce D. Broussard is an American business executive best known for leading the health insurance and healthcare services company Humana Inc. as its chief executive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bruce D. Broussard
Target entity description: Bruce D. Broussard is an American business executive best known for leading the health insurance and healthcare services company Humana Inc. as its chief executive.
  • A. James D. La Belle
    James D. La Belle was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • B. Paul Doucette
    Paul Doucette is an American musician best known as the drummer and later rhythm guitarist for the rock band Matchbox Twenty.
  • C. 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.
  • D. Pierre J. Thuot
    Pierre J. Thuot is a former NASA astronaut and U.S. Navy officer who flew on multiple Space Shuttle missions in the early 1990s.
  • E. F. Edward Hébert
    F. Edward Hébert was a long-serving U.S. Congressman from Louisiana who played a key role in shaping military and defense policy, particularly in support of the armed forces and their medical education.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b5f0f081909a5379deaf0df5d5 completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0035537d188190a88753d58939faf4 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0036e07d2081908db03dcc133f8421 completed May 10, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_6a00384f51d081909a5ab0630f82d173 completed May 10, 2026, 7:48 a.m.
Created at: April 10, 2026, 5:06 a.m.