Triple
T6239335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broken Arrow, Oklahoma |
E139558
|
entity |
| Predicate | hasPublicSafetyAgency |
P13246
|
FINISHED |
| Object |
Broken Arrow Fire Department
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.
|
E577647
|
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: Broken Arrow Fire Department | Statement: [Broken Arrow, Oklahoma, hasPublicSafetyAgency, 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, Oklahoma, hasPublicSafetyAgency, Broken Arrow Fire Department]
-
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.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
C.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
D.
Springdale Fire Department
The Springdale Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Springdale, Arkansas.
-
E.
Prairie Band Potawatomi Nation Fire Department
The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
- 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: Broken Arrow Fire Department Triple: [Broken Arrow, Oklahoma, hasPublicSafetyAgency, Broken Arrow Fire Department]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broken Arrow Fire Department Target entity description: 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.
-
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.
Sanger Fire Department
The Sanger Fire Department is the municipal emergency services agency responsible for fire protection, rescue, and related public safety services in Sanger, Texas.
-
C.
Alabaster Fire Department
The Alabaster Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the city of Alabaster, Alabama.
-
D.
Springdale Fire Department
The Springdale Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Springdale, Arkansas.
-
E.
Prairie Band Potawatomi Nation Fire Department
The Prairie Band Potawatomi Nation Fire Department is the tribal fire and emergency services agency that provides fire protection, rescue, and related emergency response for the Prairie Band Potawatomi Nation community and its lands.
- 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_69c008b0e7ac8190808a59573ee646f3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063048df081909a13d16b6f6bf65d |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20e01845081909c54fe938600be3e |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c215ff293c8190a79dd9246c38880d |
completed | March 24, 2026, 4:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2167ef4748190bebcf28468a696bc |
completed | March 24, 2026, 4:43 a.m. |
Created at: March 22, 2026, 4:23 p.m.