Triple
T11023367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tacurong |
E260550
|
entity |
| Predicate | hasFireProtectionAgency |
P62810
|
FINISHED |
| Object | Bureau of Fire Protection |
E742262
|
NE FINISHED |
How this triple was built (3 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: Bureau of Fire Protection | Statement: [Tacurong, hasFireProtectionAgency, Bureau of Fire Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Fire Protection Context triple: [Tacurong, hasFireProtectionAgency, Bureau of Fire Protection]
-
A.
Bureau of Fire Protection
chosen
The Bureau of Fire Protection is the national government agency in the Philippines responsible for fire prevention, suppression, investigation, and related emergency services across the country.
-
B.
National Fire Prevention and Control Administration
The National Fire Prevention and Control Administration was a former U.S. federal agency responsible for coordinating national efforts in fire prevention, safety, and control.
-
C.
Office of the Fire Marshal
The Office of the Fire Marshal is the division of San Bernardino County’s fire protection services responsible for fire code enforcement, inspections, investigations, and related public safety regulations.
-
D.
Fire Prevention Bureau
The Fire Prevention Bureau is a specialized division of the Chicago Fire Department responsible for enforcing fire codes, conducting inspections, and promoting fire safety to prevent fires and related hazards in the city.
-
E.
Office of Fire Prevention and Control
The Office of Fire Prevention and Control is a New York State agency responsible for fire safety regulation, firefighter training, and support for fire services across the state.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFireProtectionAgency Context triple: [Tacurong, hasFireProtectionAgency, Bureau of Fire Protection]
-
A.
hasFireServicesFrom
chosen
Indicates that one entity receives fire protection or firefighting services from another entity.
-
B.
hasFireAndRescueServiceCategory
Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
-
C.
hasEmergencyManagementAgency
Indicates that an entity is associated with or served by a specific emergency management agency responsible for planning, coordinating, or responding to emergencies.
-
D.
hasFireStation
Indicates that a location or area contains or is served by a fire station.
-
E.
fireJurisdiction
Indicates that one entity has official authority and responsibility over fire protection, prevention, or response activities within the area or domain of another entity.
- F. None of above.
Provenance (4 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797be9f148190a3a967bad5947496 |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3750917d481909e73de0bfae27827 |
completed | April 18, 2026, 12:11 p.m. |
| PD | Predicate disambiguation | batch_69d72e995e008190bbffb314129ed0cd |
completed | April 9, 2026, 4:44 a.m. |
Created at: April 8, 2026, 9:25 p.m.