Triple
T9202665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Colton |
E220884
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
Colton Fire Department
The Colton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the City of Colton.
|
E783359
|
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: Colton Fire Department | Statement: [City of Colton, hasFireDepartment, Colton Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colton Fire Department Context triple: [City of Colton, hasFireDepartment, Colton Fire Department]
-
A.
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.
-
B.
Clovis Fire Department
The Clovis Fire Department is the municipal emergency response agency responsible for fire protection, rescue services, and related public safety operations in the city of Clovis.
-
C.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
D.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
E.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
- 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: Colton Fire Department Triple: [City of Colton, hasFireDepartment, Colton Fire Department]
Generated description
The Colton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the City of Colton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colton Fire Department Target entity description: The Colton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions for the City of Colton.
-
A.
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.
-
B.
Clovis Fire Department
The Clovis Fire Department is the municipal emergency response agency responsible for fire protection, rescue services, and related public safety operations in the city of Clovis.
-
C.
Westwood Fire Department
The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
-
D.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
-
E.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
- 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_69ca83e8e9248190862cf3e41693b310 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd943cfb0819082231d80f0dc073b |
completed | April 1, 2026, 8:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c4953588190aa842de269eee56c |
completed | April 4, 2026, 12:33 a.m. |
| NEDg | Description generation | batch_69d05d138c288190a0eab9be6bd649c0 |
completed | April 4, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05df1a0888190a2bdc48a159b865e |
completed | April 4, 2026, 12:40 a.m. |
Created at: March 30, 2026, 7:26 p.m.