Triple
T17874721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Benito, Texas |
E446922
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object | San Benito Fire Department |
—
|
NE NERFINISHED |
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: San Benito Fire Department | Statement: [San Benito, Texas, hasFireService, San Benito Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Benito Fire Department Context triple: [San Benito, Texas, hasFireService, San Benito Fire Department]
-
A.
Los Banos Fire Department
The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
-
B.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
C.
Jacinto City Fire Department
The Jacinto City Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Jacinto City, Texas.
-
D.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
E.
Cameron Fire Department
The Cameron Fire Department is the municipal fire and emergency response agency serving the community of Cameron, Missouri.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Benito Fire Department Target entity description: The San Benito Fire Department is the municipal agency responsible for providing fire protection, emergency response, and related public safety services to the community of San Benito, Texas.
-
A.
Los Banos Fire Department
The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
-
B.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
C.
Jacinto City Fire Department
The Jacinto City Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Jacinto City, Texas.
-
D.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
E.
Cameron Fire Department
The Cameron Fire Department is the municipal fire and emergency response agency serving the community of Cameron, Missouri.
- F. None of above. chosen
Provenance (2 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_69d8b9f4c22c819093c2680434472894 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49aa54d1481908c0af8533edd51c4 |
completed | April 19, 2026, 9:04 a.m. |
Created at: April 10, 2026, 10:18 a.m.