Triple
T22294090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Tucson government |
E551071
|
entity |
| Predicate | overseesDepartment |
P85516
|
FINISHED |
| Object |
Tucson Fire Department
The Tucson Fire Department is the municipal fire and emergency services agency responsible for fire suppression, emergency medical response, and related public safety services within the city of Tucson, Arizona.
|
E1531657
|
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: Tucson Fire Department | Statement: [City of Tucson government, overseesDepartment, Tucson Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tucson Fire Department Context triple: [City of Tucson government, overseesDepartment, Tucson Fire Department]
-
A.
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.
-
B.
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.
-
C.
Tucson Police Department
The Tucson Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Tucson, Arizona.
-
D.
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.
-
E.
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.
- 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: Tucson Fire Department Triple: [City of Tucson government, overseesDepartment, Tucson Fire Department]
Generated description
The Tucson Fire Department is the municipal fire and emergency services agency responsible for fire suppression, emergency medical response, and related public safety services within the city of Tucson, Arizona.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tucson Fire Department Target entity description: The Tucson Fire Department is the municipal fire and emergency services agency responsible for fire suppression, emergency medical response, and related public safety services within the city of Tucson, Arizona.
-
A.
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.
-
B.
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.
-
C.
Tucson Police Department
The Tucson Police Department is the municipal law enforcement agency responsible for public safety, crime prevention, and policing services within the city of Tucson, Arizona.
-
D.
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.
-
E.
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.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1560f06008190b58e71f7c1bd46f7 |
completed | April 29, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ad5106fc881908929055c7ce314e0 |
completed | May 18, 2026, 9 a.m. |
| NEDg | Description generation | batch_6a0ad991a1e48190ad240a20694223fc |
completed | May 18, 2026, 9:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ada2a61b881908a636b2d1d6e4509 |
completed | May 18, 2026, 9:21 a.m. |
Created at: April 16, 2026, 8:41 p.m.