Triple
T9636062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abington Township, Montgomery County, Pennsylvania |
E232935
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object | Cheltenham Township, Montgomery County, Pennsylvania |
E406720
|
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: Cheltenham Township, Montgomery County, Pennsylvania | Statement: [Abington Township, Montgomery County, Pennsylvania, borders, Cheltenham Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township, Montgomery County, Pennsylvania Context triple: [Abington Township, Montgomery County, Pennsylvania, borders, Cheltenham Township, Montgomery County, Pennsylvania]
-
A.
Cheltenham, Pennsylvania
chosen
Cheltenham, Pennsylvania is a suburban township just outside Philadelphia known for its historic communities and role in the region’s abolitionist and Quaker heritage.
-
B.
West Whiteland Township, Chester County, Pennsylvania
West Whiteland Township, Chester County, Pennsylvania is a suburban municipality in southeastern Pennsylvania known for its commercial hub around Exton and its location along major transportation corridors west of Philadelphia.
-
C.
Lower Chichester Township, Pennsylvania
Lower Chichester Township, Pennsylvania is a small suburban municipality in Delaware County near the Delaware River, forming part of the greater Philadelphia metropolitan area.
-
D.
Caln Township, Chester County, Pennsylvania
Caln Township, located in Chester County, Pennsylvania, is a suburban municipality west of Philadelphia that includes communities such as Thorndale and is known for its mix of residential neighborhoods, commercial areas, and historical sites.
-
E.
Upper Chichester Township, Pennsylvania
Upper Chichester Township, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and proximity to major employment and transportation centers in the greater Philadelphia region.
- 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.