Triple
T21895650
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zachary, Louisiana |
E540670
|
entity |
| Predicate | hasFireService |
P8978
|
FINISHED |
| Object | Zachary 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: Zachary Fire Department | Statement: [Zachary, Louisiana, hasFireService, Zachary Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zachary Fire Department Context triple: [Zachary, Louisiana, hasFireService, Zachary Fire Department]
-
A.
Joshua Fire Department
Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
-
B.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
C.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
D.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
E.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
- 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: Zachary Fire Department Target entity description: Zachary Fire Department is the municipal fire and emergency response agency serving the city of Zachary, Louisiana.
-
A.
Joshua Fire Department
Joshua Fire Department is the municipal fire and emergency services agency serving the community of Joshua, Texas.
-
B.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
C.
Bryant Fire Department
The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
-
D.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
E.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
- 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_69e0c47a95908190ae3e19b716accb3d |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f11fc6062c81908bf0aad7c6b99932 |
completed | April 28, 2026, 8:59 p.m. |
Created at: April 16, 2026, 7:07 p.m.