Triple
T17328752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mayer, Arizona |
E420756
|
entity |
| Predicate | servedByFireDepartment |
P1294
|
FINISHED |
| Object |
Central Arizona Fire and Medical Authority
Central Arizona Fire and Medical Authority is a regional public safety agency that provides fire protection, emergency medical services, and related support to communities in central Arizona.
|
E1262686
|
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: Central Arizona Fire and Medical Authority | Statement: [Mayer, Arizona, servedByFireDepartment, Central Arizona Fire and Medical Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Arizona Fire and Medical Authority Context triple: [Mayer, Arizona, servedByFireDepartment, Central Arizona Fire and Medical Authority]
-
A.
Fort McDowell Fire Department
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
-
B.
Gila River Fire Department
The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
-
C.
Salt River Fire Department
The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
-
D.
Arizona Department of Forestry and Fire Management
The Arizona Department of Forestry and Fire Management is the state agency responsible for managing Arizona’s forest resources and coordinating wildfire prevention, preparedness, and suppression efforts.
-
E.
Santa Fe Fire and Rescue
Santa Fe Fire and Rescue is the primary emergency services agency providing firefighting and rescue operations for the community of Santa Fe, Texas.
- 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: Central Arizona Fire and Medical Authority Triple: [Mayer, Arizona, servedByFireDepartment, Central Arizona Fire and Medical Authority]
Generated description
Central Arizona Fire and Medical Authority is a regional public safety agency that provides fire protection, emergency medical services, and related support to communities in central Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Arizona Fire and Medical Authority Target entity description: Central Arizona Fire and Medical Authority is a regional public safety agency that provides fire protection, emergency medical services, and related support to communities in central Arizona.
-
A.
Fort McDowell Fire Department
The Fort McDowell Fire Department is the fire and emergency services agency serving the Fort McDowell Yavapai Nation community in Arizona.
-
B.
Gila River Fire Department
The Gila River Fire Department is the emergency fire and rescue service responsible for protecting lives and property within the Gila River Indian Community in Arizona.
-
C.
Salt River Fire Department
The Salt River Fire Department is the emergency fire and rescue service serving the Salt River Pima-Maricopa Indian Community in Arizona.
-
D.
Arizona Department of Forestry and Fire Management
The Arizona Department of Forestry and Fire Management is the state agency responsible for managing Arizona’s forest resources and coordinating wildfire prevention, preparedness, and suppression efforts.
-
E.
Santa Fe Fire and Rescue
Santa Fe Fire and Rescue is the primary emergency services agency providing firefighting and rescue operations for the community of Santa Fe, Texas.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d42154819093a240f677a63145 |
completed | April 19, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c4dff088190833122dbe2981045 |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018eecff38819092c801e4c9d3a8a0 |
completed | May 11, 2026, 8:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018f50002c8190ae2457cefabacbbe |
completed | May 11, 2026, 8:12 a.m. |
Created at: April 10, 2026, 5:43 a.m.