Triple
T20265485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Hochuli |
E498956
|
entity |
| Predicate | occupation |
P3
|
FINISHED |
| Object |
National Football League official
Ed Hochuli is a well-known former NFL referee recognized for his long tenure, detailed penalty explanations, and notably muscular physique.
|
E1420255
|
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: National Football League official | Statement: [Ed Hochuli, occupation, National Football League official]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Football League official Context triple: [Ed Hochuli, occupation, National Football League official]
-
A.
National Football League executives
National Football League executives are high-ranking officials responsible for overseeing the league’s business operations, strategic direction, and governance.
-
B.
National Football League
The National Football League is the premier professional American football league in the United States, consisting of 32 teams that compete annually for the Super Bowl championship.
-
C.
National Football League
The National Football League is an annual Gaelic football competition in Ireland featuring inter-county teams organized by the Gaelic Athletic Association.
-
D.
NFL league office
The NFL league office is the central administrative and governance body of the National Football League, responsible for overseeing league operations, rules, discipline, and business affairs.
-
E.
N.F.L.
"N.F.L." is a politically charged thrash metal song by Anthrax, known for its aggressive sound and critical lyrics.
- 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: National Football League official Triple: [Ed Hochuli, occupation, National Football League official]
Generated description
Ed Hochuli is a well-known former NFL referee recognized for his long tenure, detailed penalty explanations, and notably muscular physique.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Football League official Target entity description: Ed Hochuli is a well-known former NFL referee recognized for his long tenure, detailed penalty explanations, and notably muscular physique.
-
A.
National Football League executives
National Football League executives are high-ranking officials responsible for overseeing the league’s business operations, strategic direction, and governance.
-
B.
National Football League
The National Football League is the premier professional American football league in the United States, consisting of 32 teams that compete annually for the Super Bowl championship.
-
C.
National Football League
The National Football League is an annual Gaelic football competition in Ireland featuring inter-county teams organized by the Gaelic Athletic Association.
-
D.
NFL league office
The NFL league office is the central administrative and governance body of the National Football League, responsible for overseeing league operations, rules, discipline, and business affairs.
-
E.
N.F.L.
"N.F.L." is a politically charged thrash metal song by Anthrax, known for its aggressive sound and critical lyrics.
- 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674cf3d648190a0b0a7795045228a |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08553381308190b02328d2bc95fa89 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855fad28c81908c1516b64b8b1dc8 |
completed | May 16, 2026, 11:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08569e603881908e28fec3e8f5f5aa |
completed | May 16, 2026, 11:35 a.m. |
Created at: April 11, 2026, 11:41 p.m.