Triple
T725394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Hochuli |
E14713
|
entity |
| Predicate | relativeOccupation |
P5386
|
FINISHED |
| Object |
Shawn Hochuli is also an NFL referee
Shawn Hochuli is an American football official who serves as a referee in the National Football League.
|
E86789
|
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: Shawn Hochuli is also an NFL referee | Statement: [Ed Hochuli, relativeOccupation, Shawn Hochuli is also an NFL referee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shawn Hochuli is also an NFL referee Context triple: [Ed Hochuli, relativeOccupation, Shawn Hochuli is also an NFL referee]
-
A.
Shannon Sharpe
Shannon Sharpe is a Hall of Fame former NFL tight end and prominent sports media personality known for his time with the Denver Broncos and his outspoken commentary on television.
-
B.
co-chairman of Tampa Bay Buccaneers
The co-chairman of the Tampa Bay Buccaneers is a top executive responsible for overseeing the NFL franchise’s ownership, strategic direction, and major organizational decisions.
-
C.
Robert John Riggins
Robert John Riggins is a former American football running back, best known for his Hall of Fame career with the Washington Redskins and his MVP performance in Super Bowl XVII.
-
D.
Steve McMichael
Steve McMichael is a former Chicago Bears defensive tackle and Super Bowl champion, best known as a key member of the dominant 1985 Bears defense and later as a professional wrestler and media personality.
-
E.
Inside the NFL
Inside the NFL is a long-running sports television program that provides in-depth analysis, highlights, and commentary on National Football League games and storylines.
- 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: Shawn Hochuli is also an NFL referee Triple: [Ed Hochuli, relativeOccupation, Shawn Hochuli is also an NFL referee]
Generated description
Shawn Hochuli is an American football official who serves as a referee in the National Football League.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shawn Hochuli is also an NFL referee Target entity description: Shawn Hochuli is an American football official who serves as a referee in the National Football League.
-
A.
Shannon Sharpe
Shannon Sharpe is a Hall of Fame former NFL tight end and prominent sports media personality known for his time with the Denver Broncos and his outspoken commentary on television.
-
B.
co-chairman of Tampa Bay Buccaneers
The co-chairman of the Tampa Bay Buccaneers is a top executive responsible for overseeing the NFL franchise’s ownership, strategic direction, and major organizational decisions.
-
C.
Robert John Riggins
Robert John Riggins is a former American football running back, best known for his Hall of Fame career with the Washington Redskins and his MVP performance in Super Bowl XVII.
-
D.
Steve McMichael
Steve McMichael is a former Chicago Bears defensive tackle and Super Bowl champion, best known as a key member of the dominant 1985 Bears defense and later as a professional wrestler and media personality.
-
E.
Inside the NFL
Inside the NFL is a long-running sports television program that provides in-depth analysis, highlights, and commentary on National Football League games and storylines.
- 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5a7fb7c819096db848fe2ba246a |
completed | March 1, 2026, 8:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6375c16488190a8509e1e2b5c6a7d |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a63bb28e1c8190bb363ef7d389dddd |
completed | March 3, 2026, 1:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a63c2ac310819095eacf5017a637f2 |
completed | March 3, 2026, 1:40 a.m. |
Created at: March 1, 2026, 7:37 p.m.