Triple
T17854849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marion, Arkansas |
E445903
|
entity |
| Predicate | hasFireProtection |
P15826
|
FINISHED |
| Object | Marion 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: Marion Fire Department | Statement: [Marion, Arkansas, hasFireProtection, Marion Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marion Fire Department Context triple: [Marion, Arkansas, hasFireProtection, Marion Fire Department]
-
A.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
B.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
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.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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: Marion Fire Department Target entity description: The Marion Fire Department is the municipal fire and emergency response agency serving the city of Marion, Arkansas.
-
A.
Marlboro Fire Department
The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
-
B.
Brandon Fire Department
The Brandon Fire Department is the municipal fire and emergency response agency serving the community of Brandon, South Dakota.
-
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.
Dennis Fire Department
The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
-
E.
Apex Fire Department
The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
- 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_69d8b9f26f18819089c9e43250bee6ae |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4978af9b0819091780281344f5352 |
completed | April 19, 2026, 8:51 a.m. |
Created at: April 10, 2026, 10:17 a.m.