Triple
T20044796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whitehall, Pennsylvania |
E497529
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object | Baldwin Borough, Pennsylvania |
—
|
NE NERFINISHED |
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: Baldwin Borough, Pennsylvania | Statement: [Whitehall, Pennsylvania, borderedBy, Baldwin Borough, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Baldwin Borough, Pennsylvania Context triple: [Whitehall, Pennsylvania, borderedBy, Baldwin Borough, Pennsylvania]
-
A.
Baldwin, Pennsylvania
Baldwin, Pennsylvania is a suburban borough in Allegheny County, near Pittsburgh, known for its residential neighborhoods and proximity to major urban amenities.
-
B.
Baldwin Borough
chosen
Baldwin Borough is a residential municipality in Allegheny County, Pennsylvania, located in the South Hills suburbs of Pittsburgh.
-
C.
Brentwood, Pennsylvania
Brentwood, Pennsylvania is a small suburban borough in Allegheny County just south of Pittsburgh, known primarily as a residential community along a major commercial corridor.
-
D.
Bala, Pennsylvania
Bala, Pennsylvania is a residential community in Lower Merion Township, just outside Philadelphia, known for its suburban character and proximity to the city.
-
E.
Forest Hills, Pennsylvania
Forest Hills, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its suburban character and proximity to several neighboring Mon Valley communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e662eea09481908d1001165e9d719c |
completed | April 20, 2026, 5:31 p.m. |
Created at: April 11, 2026, 3:37 p.m.