Triple
T8095279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norristown Area School District |
E188967
|
entity |
| Predicate | servesCommunity |
P82
|
FINISHED |
| Object | West Norriton Township, Pennsylvania |
E700941
|
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: West Norriton Township, Pennsylvania | Statement: [Norristown Area School District, servesCommunity, West Norriton Township, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Norriton Township, Pennsylvania Context triple: [Norristown Area School District, servesCommunity, West Norriton Township, Pennsylvania]
-
A.
West Norriton Township, Pennsylvania
chosen
West Norriton Township, Pennsylvania is a suburban community in Montgomery County near Philadelphia, known for its residential neighborhoods, local parks, and proximity to major employment and commercial centers in the region.
-
B.
East Norriton Township, Pennsylvania
East Norriton Township, Pennsylvania is a suburban community in Montgomery County located near Norristown, characterized by residential neighborhoods, local parks, and small commercial centers.
-
C.
Upper Merion Township, Pennsylvania
Upper Merion Township, Pennsylvania is a suburban municipality in Montgomery County best known for encompassing King of Prussia, a major commercial and retail hub in the Philadelphia metropolitan area.
-
D.
Whitemarsh Township, Pennsylvania
Whitemarsh Township, Pennsylvania is a suburban community in Montgomery County, northwest of Philadelphia, known for its residential neighborhoods, historic sites, and proximity to major regional transportation routes.
-
E.
Bensalem Township
Bensalem Township is a suburban community in Bucks County, Pennsylvania, located just northeast of Philadelphia within its metropolitan area.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4291f1d4819098985ac2b20b6c75 |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde709d3188190b3a954a613c3c5b2 |
completed | April 2, 2026, 3:48 a.m. |
Created at: March 30, 2026, 5:30 p.m.