Triple
T23291851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamlet, North Carolina |
E590052
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object | Hamlet Fire Department |
—
|
NE NERFINISHED |
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: Hamlet Fire Department | Statement: [Hamlet, North Carolina, hasEmergencyService, Hamlet Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamlet Fire Department Context triple: [Hamlet, North Carolina, hasEmergencyService, Hamlet Fire Department]
-
A.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
B.
Malakoff Fire Department
The Malakoff Fire Department is a local fire and emergency response agency serving the community of Malakoff, Texas.
-
C.
Marlow Fire Department
The Marlow Fire Department is the municipal firefighting and emergency response agency serving the community of Marlow, Oklahoma.
-
D.
Avon Fire Department
The Avon Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Avon, Ohio.
-
E.
Avon Fire Department
The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamlet Fire Department Target entity description: The Hamlet Fire Department is the municipal fire and emergency response agency serving the city of Hamlet in Richmond County, North Carolina.
-
A.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
B.
Malakoff Fire Department
The Malakoff Fire Department is a local fire and emergency response agency serving the community of Malakoff, Texas.
-
C.
Marlow Fire Department
The Marlow Fire Department is the municipal firefighting and emergency response agency serving the community of Marlow, Oklahoma.
-
D.
Avon Fire Department
The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
-
E.
Avon Fire Department
The Avon Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Avon, Ohio.
- F. None of above. chosen
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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196cc20c08190a6a678befe1061dd |
completed | April 29, 2026, 5:27 a.m. |
Created at: April 17, 2026, 5:02 p.m.