Triple
T17834598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hatboro, Pennsylvania |
E445347
|
entity |
| Predicate | adjacentMunicipality |
P5707
|
FINISHED |
| Object | Warminster Township, Pennsylvania |
—
|
NE NERFINISHED |
How this triple was built (2 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: Warminster Township, Pennsylvania | Statement: [Hatboro, Pennsylvania, adjacentMunicipality, Warminster Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warminster Township, Pennsylvania Context triple: [Hatboro, Pennsylvania, adjacentMunicipality, Warminster Township, Pennsylvania]
-
A.
Warminster, Pennsylvania
Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
-
B.
Warminster Township
chosen
Warminster Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, local parks, and proximity to the greater Philadelphia area.
-
C.
Towamencin Township, Pennsylvania
Towamencin Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and location within the North Penn School District.
-
D.
Nockamixon Township, Pennsylvania
Nockamixon Township, Pennsylvania is a rural municipality in Bucks County known for its scenic landscapes, proximity to the Delaware River, and outdoor recreation areas such as Nockamixon State Park.
-
E.
Wilmington Township, Pennsylvania
Wilmington Township, Pennsylvania is a rural township in Lawrence County known for its agricultural landscape and small-community character in western Pennsylvania.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b9f1a6d881909f024bc603111cdb |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48d271e4481909664897cb789fe4a |
completed | April 19, 2026, 8:07 a.m. |
Created at: April 10, 2026, 10:16 a.m.