Triple
T12517627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Makefield Township, Pennsylvania |
E299228
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Falls Township, Bucks County, Pennsylvania |
E299229
|
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: Falls Township, Bucks County, Pennsylvania | Statement: [Lower Makefield Township, Pennsylvania, borders, Falls Township, Bucks County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Falls Township, Bucks County, Pennsylvania Context triple: [Lower Makefield Township, Pennsylvania, borders, Falls Township, Bucks County, Pennsylvania]
-
A.
Falls Township, Pennsylvania
chosen
Falls Township, Pennsylvania is a suburban municipality in Bucks County along the Delaware River, opposite Ewing Township, New Jersey, known for its mix of residential communities and industrial areas.
-
B.
Fallowfield Township, Pennsylvania
Fallowfield Township, Pennsylvania is a rural township in Washington County known for its residential communities and proximity to Monongahela River valley towns such as Charleroi.
-
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.
South Fayette Township, Pennsylvania
South Fayette Township, Pennsylvania is a suburban community in Allegheny County near Pittsburgh, known for its residential neighborhoods, growing commercial development, and strong public school system.
-
E.
Union Township, Berks County, Pennsylvania
Union Township, Berks County, Pennsylvania is a rural municipality in southeastern Pennsylvania known for its small communities, wooded landscapes, and proximity to the Schuylkill River.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545a2e188190bb92120df740003d |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbd58b88190baeb99380babf64f |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.