Triple
T10884042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Surprise Fire-Medical Department |
E256996
|
entity |
| Predicate | operatesInJurisdiction |
P82
|
FINISHED |
| Object | City of Surprise government |
E319337
|
NE FINISHED |
How this triple was built (2 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: City of Surprise government | Statement: [Surprise Fire-Medical Department, operatesInJurisdiction, City of Surprise government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Surprise government Context triple: [Surprise Fire-Medical Department, operatesInJurisdiction, City of Surprise government]
-
A.
City of Surprise
chosen
The City of Surprise is a rapidly growing municipality in Maricopa County, Arizona, known for its suburban communities, recreational amenities, and role as a regional hub in the northwest Phoenix metropolitan area.
-
B.
Surprise City Council
Surprise City Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal operations in the city of Surprise, Arizona.
-
C.
Surprise Police Department
The Surprise Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws in the city of Surprise, Arizona.
-
D.
City of Chandler
The City of Chandler is a rapidly growing suburban municipality in the Phoenix metropolitan area of Arizona, known for its technology industry, master-planned communities, and extensive parks and recreation facilities.
-
E.
City Creek Reserve Inc.
City Creek Reserve Inc. is a real estate development arm of The Church of Jesus Christ of Latter-day Saints, known for overseeing major urban redevelopment projects in downtown Salt Lake City.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751dc3518819090e03d81ea5c8aa9 |
completed | April 9, 2026, 7:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154e49ab08190b522b5361ac65c01 |
completed | April 16, 2026, 9:30 p.m. |
Created at: April 8, 2026, 9:21 p.m.