Triple
T5036092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clovis |
E113425
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object |
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.
|
E489915
|
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: Clovis Fire Department | Statement: [Clovis, hasFireDepartment, Clovis Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clovis Fire Department Context triple: [Clovis, hasFireDepartment, Clovis Fire Department]
-
A.
Ceres Fire Department
The Ceres Fire Department is the municipal fire and emergency services agency responsible for protecting life and property in the city of Ceres, 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.
Clovis Police Department
The Clovis Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Clovis.
-
D.
Ventura County Fire Department
The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
-
E.
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.
- 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: Clovis Fire Department Triple: [Clovis, hasFireDepartment, Clovis Fire Department]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clovis Fire Department Target entity description: 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.
-
A.
Ceres Fire Department
The Ceres Fire Department is the municipal fire and emergency services agency responsible for protecting life and property in the city of Ceres, 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.
Clovis Police Department
The Clovis Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Clovis.
-
D.
Ventura County Fire Department
The Ventura County Fire Department is a regional public safety agency that provides fire protection, emergency medical services, and disaster response throughout Ventura County, California.
-
E.
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.
- 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_69bd44384298819089c49e7c330ec7b8 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73b9ad488190a2a8c4da8858eb91 |
completed | March 20, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bea479f01c8190a84ff4973845eb17 |
completed | March 21, 2026, 2 p.m. |
| NEDg | Description generation | batch_69bea525d9088190b0b655687dd27630 |
completed | March 21, 2026, 2:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bea594850881909cd683670b63a079 |
completed | March 21, 2026, 2:05 p.m. |
Created at: March 20, 2026, 1:37 p.m.