Triple
T20131143
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Munford, Tennessee |
E490893
|
entity |
| Predicate | hasFireDepartment |
P464
|
FINISHED |
| Object | Munford 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: Munford Fire Department | Statement: [Munford, Tennessee, hasFireDepartment, Munford Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Munford Fire Department Context triple: [Munford, Tennessee, hasFireDepartment, Munford Fire Department]
-
A.
Mauldin Fire Department
The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
-
B.
Monroe Fire Department
The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
-
C.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
D.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
-
E.
Monroe County Fire Rescue
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
- 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: Munford Fire Department Target entity description: The Munford Fire Department is the municipal fire and emergency response agency serving the community of Munford, Tennessee.
-
A.
Mauldin Fire Department
The Mauldin Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Mauldin, South Carolina.
-
B.
Monroe Fire Department
The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
-
C.
Moody Fire Department
The Moody Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Moody, Alabama.
-
D.
Piedmont Fire Department
The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
-
E.
Monroe County Fire Rescue
Monroe County Fire Rescue is the county-level fire and emergency medical services agency serving communities throughout Monroe County, Florida, including the Florida Keys.
- 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_69da62651a0c8190a3e05e95e056a66b |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e6676183dc8190b65d0def681aaa1e |
completed | April 20, 2026, 5:50 p.m. |
Created at: April 11, 2026, 11:31 p.m.