Triple
T23537774
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broken Arrow Fire Department |
E577647
|
entity |
| Predicate | hasOfficialName |
P66
|
FINISHED |
| Object | Broken Arrow Fire Department |
—
|
NE NERFINISHED |
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: Broken Arrow Fire Department | Statement: [Broken Arrow Fire Department, hasOfficialName, Broken Arrow Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broken Arrow Fire Department Context triple: [Broken Arrow Fire Department, hasOfficialName, Broken Arrow Fire Department]
-
A.
Broken Arrow Fire Department
chosen
The Broken Arrow Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Broken Arrow, Oklahoma.
-
B.
Broken Arrow Police Department
The Broken Arrow Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Broken Arrow, Oklahoma.
-
C.
Pawnee Nation Fire Department
The Pawnee Nation Fire Department is the emergency fire and rescue service operated by the Pawnee Nation of Oklahoma to protect its tribal community and lands.
-
D.
Douglas County Fire Department
The Douglas County Fire Department is the primary emergency response agency providing fire suppression, rescue, and related services throughout Douglas County, Georgia.
-
E.
Flowood Fire Department
Flowood Fire Department is the municipal fire and emergency response agency serving the city of Flowood, Mississippi.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f9d5d08190a4a20004e1784e20 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1ae1831688190ac06b84729bce160 |
completed | April 29, 2026, 7:07 a.m. |
Created at: April 17, 2026, 6:10 p.m.