Triple
T7616199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Shaw |
E172366
|
entity |
| Predicate | coachOf |
P2169
|
FINISHED |
| Object |
San Diego Toreros football (assistant coach)
San Diego Toreros football (assistant coach) refers to the assistant coaching staff position with the University of San Diego’s NCAA Division I FCS football program, where David Shaw previously served early in his coaching career.
|
E677147
|
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: San Diego Toreros football (assistant coach) | Statement: [David Shaw, coachOf, San Diego Toreros football (assistant coach)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Diego Toreros football (assistant coach) Context triple: [David Shaw, coachOf, San Diego Toreros football (assistant coach)]
-
A.
Mel Rodriguez
Mel Rodriguez is an American actor known for his character roles in film and television, including voice work in animated features.
-
B.
Jeff Tedford
Jeff Tedford is an American football coach best known for revitalizing the University of California, Berkeley football program in the 2000s and developing several future NFL quarterbacks.
-
C.
Dave Aranda
Dave Aranda is an American college football coach best known for leading the Baylor Bears and previously serving as a highly regarded defensive coordinator at programs like LSU and Wisconsin.
-
D.
Sonny Dykes
Sonny Dykes is an American college football head coach known for his prolific, pass-heavy offenses and successful tenures at programs such as Louisiana Tech, California, SMU, and TCU.
-
E.
Chicago Fire (assistant coach)
Chicago Fire (assistant coach) refers to the assistant coaching staff role within the Chicago Fire Major League Soccer club, supporting the head coach in training, tactics, and player development.
- 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: San Diego Toreros football (assistant coach) Triple: [David Shaw, coachOf, San Diego Toreros football (assistant coach)]
Generated description
San Diego Toreros football (assistant coach) refers to the assistant coaching staff position with the University of San Diego’s NCAA Division I FCS football program, where David Shaw previously served early in his coaching career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Diego Toreros football (assistant coach) Target entity description: San Diego Toreros football (assistant coach) refers to the assistant coaching staff position with the University of San Diego’s NCAA Division I FCS football program, where David Shaw previously served early in his coaching career.
-
A.
Mel Rodriguez
Mel Rodriguez is an American actor known for his character roles in film and television, including voice work in animated features.
-
B.
Jeff Tedford
Jeff Tedford is an American football coach best known for revitalizing the University of California, Berkeley football program in the 2000s and developing several future NFL quarterbacks.
-
C.
Dave Aranda
Dave Aranda is an American college football coach best known for leading the Baylor Bears and previously serving as a highly regarded defensive coordinator at programs like LSU and Wisconsin.
-
D.
Sonny Dykes
Sonny Dykes is an American college football head coach known for his prolific, pass-heavy offenses and successful tenures at programs such as Louisiana Tech, California, SMU, and TCU.
-
E.
Chicago Fire (assistant coach)
Chicago Fire (assistant coach) refers to the assistant coaching staff role within the Chicago Fire Major League Soccer club, supporting the head coach in training, tactics, and player development.
- 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa4569c88190b2968403a24e7882 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c868714d7c8190aae66a3dd4e6214b |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c86a93e34c81908aaf0edb023ee78c |
completed | March 28, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86af8330c8190a43c599e82fe465a |
completed | March 28, 2026, 11:57 p.m. |
Created at: March 27, 2026, 3:55 p.m.