Triple
T12517681
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Falls Township, Pennsylvania |
E299229
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Lower Makefield Township, Pennsylvania |
E299228
|
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: Lower Makefield Township, Pennsylvania | Statement: [Falls Township, Pennsylvania, borderedBy, Lower Makefield Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lower Makefield Township, Pennsylvania Context triple: [Falls Township, Pennsylvania, borderedBy, Lower Makefield Township, Pennsylvania]
-
A.
Lower Makefield Township, Pennsylvania
chosen
Lower Makefield Township, Pennsylvania is a suburban community in Bucks County along the Delaware River, known for its residential neighborhoods, parks, and proximity to the Philadelphia and Trenton metropolitan areas.
-
B.
Upper Makefield Township, Pennsylvania
Upper Makefield Township, Pennsylvania is a primarily residential, historically significant township in Bucks County known for its scenic rural character and Revolutionary War heritage along the Delaware River.
-
C.
Upper Hanover Township, Pennsylvania
Upper Hanover Township, Pennsylvania is a rural-suburban municipality in Montgomery County known for its scenic landscapes, residential communities, and proximity to Perkiomen Creek in southeastern Pennsylvania.
-
D.
Lower Providence Township, Pennsylvania
Lower Providence Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, parks, and local historic sites.
-
E.
Willistown Township, Pennsylvania
Willistown Township, Pennsylvania is a suburban township in Chester County known for its historic character, open space preserves, and residential communities west of Philadelphia.
- 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_69f655745cec8190b5582eb4a339d501 |
completed | May 2, 2026, 7:50 p.m. |
Created at: April 8, 2026, 9:57 p.m.