Triple
T15129362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oaks, Pennsylvania |
E361376
|
entity |
| Predicate | township |
P852
|
FINISHED |
| Object | Upper Providence Township, Montgomery County, Pennsylvania |
E361379
|
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: Upper Providence Township, Montgomery County, Pennsylvania | Statement: [Oaks, Pennsylvania, township, Upper Providence Township, Montgomery County, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Providence Township, Montgomery County, Pennsylvania Context triple: [Oaks, Pennsylvania, township, Upper Providence Township, Montgomery County, Pennsylvania]
-
A.
Upper Providence Township, Delaware County, Pennsylvania
Upper Providence Township is a suburban municipality in Delaware County, Pennsylvania, known for its residential communities, parks, and proximity to the city of Philadelphia.
-
B.
Upper Providence Township, Pennsylvania
chosen
Upper Providence Township, Pennsylvania is a suburban municipality in Montgomery County known for its residential communities, parks, and proximity to the Perkiomen and Schuylkill creeks.
-
C.
Upper Moreland Township, Montgomery County, Pennsylvania
Upper Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities, local parks, and proximity to Philadelphia.
-
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.
Lower Moreland Township, Montgomery County, Pennsylvania
Lower Moreland Township is a suburban municipality in Montgomery County, Pennsylvania, known for its residential communities and proximity to 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e005aff2648190bda885c09421758d |
completed | April 15, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7fa449c8190aed8941168b063c3 |
completed | May 9, 2026, 4:28 a.m. |
Created at: April 10, 2026, 3:06 a.m.