Triple
T7772695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kensington, California |
E179110
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Kensington Fire Protection District
The Kensington Fire Protection District is a local government agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Kensington, California.
|
E687730
|
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: Kensington Fire Protection District | Statement: [Kensington, California, governedBy, Kensington Fire Protection District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kensington Fire Protection District Context triple: [Kensington, California, governedBy, Kensington Fire Protection District]
-
A.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
B.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
C.
Orange County Fire Authority
The Orange County Fire Authority is a regional fire protection and emergency services agency that provides firefighting, rescue, and medical response to numerous communities throughout Orange County, California.
-
D.
Oakmont Fire Company
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
-
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: Kensington Fire Protection District Triple: [Kensington, California, governedBy, Kensington Fire Protection District]
Generated description
The Kensington Fire Protection District is a local government agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Kensington, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kensington Fire Protection District Target entity description: The Kensington Fire Protection District is a local government agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Kensington, California.
-
A.
Karns Fire Department
Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
-
B.
Tri-State Fire Protection District
Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
-
C.
Orange County Fire Authority
The Orange County Fire Authority is a regional fire protection and emergency services agency that provides firefighting, rescue, and medical response to numerous communities throughout Orange County, California.
-
D.
Oakmont Fire Company
Oakmont Fire Company is a local volunteer fire and emergency services organization serving Haverford Township in Pennsylvania.
-
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_69c69f30602c819082ab52cd4af5c592 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c7046048688190a6cbc64e82b58eca |
completed | March 27, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7ee407881908e591d216c504b24 |
completed | March 29, 2026, 6:34 a.m. |
| NEDg | Description generation | batch_69c8c8b84f88819086ecd371b62e2b5b |
completed | March 29, 2026, 6:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c917a1308190ab2c8e70d6ed8c0e |
completed | March 29, 2026, 6:39 a.m. |
Created at: March 27, 2026, 4:11 p.m.