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.