Triple
T15129505
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Providence Township, Pennsylvania |
E361379
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object | Royersford, Pennsylvania |
E862713
|
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: Royersford, Pennsylvania | Statement: [Upper Providence Township, Pennsylvania, adjacentTo, Royersford, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royersford, Pennsylvania Context triple: [Upper Providence Township, Pennsylvania, adjacentTo, Royersford, Pennsylvania]
-
A.
Royersford, Pennsylvania
chosen
Royersford, Pennsylvania is a small borough along the Schuylkill River in southeastern Pennsylvania that forms part of the greater Philadelphia metropolitan area.
-
B.
Conshohocken, Pennsylvania
Conshohocken, Pennsylvania is a suburban borough along the Schuylkill River near Philadelphia, known for its revitalized downtown, riverfront development, and role as a regional business and commuter hub.
-
C.
Montgomeryville, Pennsylvania
Montgomeryville, Pennsylvania is an unincorporated community in Montgomery County best known as the birthplace of prominent Union Civil War General Winfield Scott Hancock.
-
D.
Downingtown, Pennsylvania
Downingtown, Pennsylvania is a suburban borough in Chester County known for its historic mills, residential communities, and role as a stop along major rail and commuter routes between Philadelphia and central Pennsylvania.
-
E.
Robesonia, Pennsylvania
Robesonia, Pennsylvania is a small borough in Berks County known as the hometown of technology executive Pat Gelsinger.
- 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_69ff01d9af308190b0103cec0fb8d87d |
completed | May 9, 2026, 9:43 a.m. |
Created at: April 10, 2026, 3:06 a.m.