Triple
T9636066
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abington Township, Montgomery County, Pennsylvania |
E232935
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Springfield Township, Montgomery County, Pennsylvania |
E161886
|
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: Springfield Township, Montgomery County, Pennsylvania | Statement: [Abington Township, Montgomery County, Pennsylvania, borders, Springfield Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Springfield Township, Montgomery County, Pennsylvania Context triple: [Abington Township, Montgomery County, Pennsylvania, borders, Springfield Township, Montgomery County, Pennsylvania]
-
A.
Springfield Township, Pennsylvania
chosen
Springfield Township, Pennsylvania is a suburban community in the Philadelphia metropolitan area known for its residential neighborhoods, schools, and local parks.
-
B.
Silver Spring Township, Pennsylvania
Silver Spring Township, Pennsylvania is a suburban municipality in south-central Pennsylvania known for its residential communities, local parks, and proximity to the Harrisburg metropolitan area.
-
C.
Spring Township, Pennsylvania
Spring Township, Pennsylvania is a suburban community in Berks County that serves as one of the primary residential and commercial areas within the Reading metropolitan region.
-
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.
York Township, Pennsylvania
York Township, Pennsylvania is a suburban municipality in south-central Pennsylvania located just south of the city of York, known for its residential communities 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b2ba0308190931993c0321f6051 |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18237e2608190a3e7d45231a35efd |
completed | April 4, 2026, 9:27 p.m. |
Created at: March 30, 2026, 8:11 p.m.