Triple
T13118352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horsham Township, Montgomery County, Pennsylvania |
E311655
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Warminster Township, Bucks County, Pennsylvania |
E79230
|
NE FINISHED |
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, Bucks County, Pennsylvania | Statement: [Horsham Township, Montgomery County, Pennsylvania, borders, Warminster Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warminster Township, Bucks County, Pennsylvania Context triple: [Horsham Township, Montgomery County, Pennsylvania, borders, Warminster Township, Bucks County, Pennsylvania]
-
A.
Warwick Township, Bucks County, Pennsylvania
Warwick Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, parks, and local history.
-
B.
Warminster, Pennsylvania
chosen
Warminster, Pennsylvania is a suburban township in Bucks County, known as a residential community within the greater Philadelphia metropolitan area.
-
C.
Northampton Township, Bucks County, Pennsylvania
Northampton Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities, parks, and proximity to the greater Philadelphia metropolitan area.
-
D.
Washington Township, Northampton County, Pennsylvania
Washington Township is a rural municipality in Northampton County, Pennsylvania, known for its small communities, agricultural landscape, and location within the Lehigh Valley region.
-
E.
Warrington Township, Bucks County, Pennsylvania
Warrington Township, located in Bucks County, Pennsylvania, is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, commercial centers, and local parks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98182011c8190a504678affbb7787 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eadcd7048190aa740262679e5bab |
completed | May 3, 2026, 6:27 a.m. |
Created at: April 9, 2026, 9:06 p.m.