Triple
T21342771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford Township, New Jersey |
E526239
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object | Stafford Township Volunteer Fire Company |
—
|
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: Stafford Township Volunteer Fire Company | Statement: [Stafford Township, New Jersey, hasEmergencyService, Stafford Township Volunteer Fire Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford Township Volunteer Fire Company Context triple: [Stafford Township, New Jersey, hasEmergencyService, Stafford Township Volunteer Fire Company]
-
A.
Stirling Volunteer Fire Company
Stirling Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the community of Long Hill Township, New Jersey.
-
B.
Warren Township Volunteer Fire Department
The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
-
C.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
D.
Northampton Township Volunteer Fire Company
Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
-
E.
Stony Hill Volunteer Fire Company
Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
- 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: Stafford Township Volunteer Fire Company Target entity description: Stafford Township Volunteer Fire Company is a volunteer fire department that provides firefighting and emergency response services to the community of Stafford Township, New Jersey.
-
A.
Stirling Volunteer Fire Company
Stirling Volunteer Fire Company is a local volunteer fire department that provides firefighting and emergency response services to the community of Long Hill Township, New Jersey.
-
B.
Warren Township Volunteer Fire Department
The Warren Township Volunteer Fire Department is a community-based, volunteer firefighting and emergency response organization serving Warren Township, New Jersey.
-
C.
Pennington Fire Company
Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
-
D.
Northampton Township Volunteer Fire Company
Northampton Township Volunteer Fire Company is a volunteer fire and emergency services organization serving the residents and businesses of Northampton Township in Bucks County, Pennsylvania.
-
E.
Stony Hill Volunteer Fire Company
Stony Hill Volunteer Fire Company is a volunteer fire and emergency services organization serving the Stony Hill district and broader community of Bethel, Connecticut.
- 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_69e0b51c33048190ab27cede74ef798c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8a850617081909bf5c1ecc84d55b1 |
completed | April 22, 2026, 10:52 a.m. |
Created at: April 16, 2026, 4:44 p.m.