Triple
T13191339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edward G. Hochuli |
E313993
|
entity |
| Predicate | relativeHasOccupation |
P102232
|
FINISHED |
| Object | Shawn Hochuli – NFL referee |
E109185
|
NE FINISHED |
How this triple was built (3 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 – NFL referee | Statement: [Edward G. Hochuli, relativeHasOccupation, Shawn Hochuli – NFL referee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shawn Hochuli – NFL referee Context triple: [Edward G. Hochuli, relativeHasOccupation, Shawn Hochuli – NFL referee]
-
A.
Shawn Hochuli
chosen
Shawn Hochuli is an American NFL official who followed his father Ed Hochuli into a prominent career as a referee.
-
B.
Howie Long
Howie Long is a former NFL Hall of Fame defensive end who became a prominent football analyst and television personality.
-
C.
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.
-
D.
Rick Sherman
Rick Sherman is a fictional character from Sacha Baron Cohen’s satirical TV series "Who Is America?", known for his shocking and provocative performance-art persona.
-
E.
Tully Marshall
Tully Marshall was an American character actor of the silent and early sound film era, known for his prolific work in supporting roles across numerous Hollywood productions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: relativeHasOccupation Context triple: [Edward G. Hochuli, relativeHasOccupation, Shawn Hochuli – NFL referee]
-
A.
hasOccupationRelative
chosen
Indicates that one entity has another entity as a relative who holds a particular occupation or job.
-
B.
holderIsOccupation
Indicates that the holder entity has the specified occupation or job role.
-
C.
endedOccupationOf
Indicates that one entity brought another entity’s occupation or control of a place or position to an end.
-
D.
subjectHasOccupationContext
Indicates that a subject’s occupation is specified or interpreted within a particular contextual framework (such as time, place, or situation).
-
E.
hasOccupationInferred
Indicates that an entity is inferred, rather than explicitly stated, to have a particular occupation or professional role.
- F. None of above.
Provenance (4 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_69d806ae1e08819090d95bfe1538cc17 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf054f88190b05ced98d5a22a62 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6f5fef9e48190961d66ebcc1df11f |
completed | May 3, 2026, 7:15 a.m. |
| PD | Predicate disambiguation | batch_69d98bc6bc108190b5a6a265bf6e9fd4 |
completed | April 10, 2026, 11:46 p.m. |
Created at: April 9, 2026, 9:15 p.m.