Triple
T5443185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oceaneering International |
E122185
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Mike Hughes
Mike Hughes is an American businessman best known as a co-founder of the subsea engineering and applied technology company Oceaneering International.
|
E521448
|
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: Mike Hughes | Statement: [Oceaneering International, foundedBy, Mike Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mike Hughes Context triple: [Oceaneering International, foundedBy, Mike Hughes]
-
A.
Michael Blodgett
Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
-
B.
Eric Hughes
Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
-
C.
Michael Hobbs
Michael Hobbs is the skeptical, work-focused human son of Walter Hobbs in the film "Elf," who gradually comes to believe in and embrace Buddy the Elf as his brother.
-
D.
Robert Lee Huff
Robert Lee Huff, better known as Sam Huff, was a Hall of Fame American football linebacker who starred for the New York Giants and Washington Redskins in the 1950s and 1960s.
-
E.
Bradley Lee Daugherty
Bradley Lee Daugherty is a retired American professional basketball player best known as a five-time NBA All-Star center for the Cleveland Cavaliers and later as a NASCAR team owner and racing analyst.
- 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: Mike Hughes Triple: [Oceaneering International, foundedBy, Mike Hughes]
Generated description
Mike Hughes is an American businessman best known as a co-founder of the subsea engineering and applied technology company Oceaneering International.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mike Hughes Target entity description: Mike Hughes is an American businessman best known as a co-founder of the subsea engineering and applied technology company Oceaneering International.
-
A.
Michael Blodgett
Michael Blodgett was an American actor, screenwriter, and producer known for his work in film and television from the late 1960s onward.
-
B.
Eric Hughes
Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
-
C.
Michael Hobbs
Michael Hobbs is the skeptical, work-focused human son of Walter Hobbs in the film "Elf," who gradually comes to believe in and embrace Buddy the Elf as his brother.
-
D.
Robert Lee Huff
Robert Lee Huff, better known as Sam Huff, was a Hall of Fame American football linebacker who starred for the New York Giants and Washington Redskins in the 1950s and 1960s.
-
E.
Bradley Lee Daugherty
Bradley Lee Daugherty is a retired American professional basketball player best known as a five-time NBA All-Star center for the Cleveland Cavaliers and later as a NASCAR team owner and racing analyst.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91cb5eec8190bdf2ef0bdea84a62 |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf41302d588190afa5906d0e3dd891 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf42e2bbe08190be6616a9cab6f9a0 |
completed | March 22, 2026, 1:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4343879881909b26e716d10fbad3 |
completed | March 22, 2026, 1:17 a.m. |
Created at: March 20, 2026, 2:07 p.m.