Triple
T20910677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakmont |
E514932
|
entity |
| Predicate | hasTransportationInfrastructure |
P385
|
FINISHED |
| Object | Pennsylvania Route 28 (nearby) |
—
|
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: Pennsylvania Route 28 (nearby) | Statement: [Oakmont, hasTransportationInfrastructure, Pennsylvania Route 28 (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 28 (nearby) Context triple: [Oakmont, hasTransportationInfrastructure, Pennsylvania Route 28 (nearby)]
-
A.
Pennsylvania Route 28 (nearby)
chosen
Pennsylvania Route 28 is a major north–south state highway in western Pennsylvania that connects Pittsburgh with numerous Allegheny River communities and serves as a key commuter and regional traffic corridor.
-
B.
Pennsylvania Route 288 nearby
Pennsylvania Route 288 is a state highway in western Pennsylvania that connects several small communities and provides regional access between major routes and local towns.
-
C.
Pennsylvania Route 30 (nearby)
Pennsylvania Route 30 is a major east–west highway in Pennsylvania that serves as a key regional connector for communities, including those near Immaculata.
-
D.
New Jersey Route 28 (nearby)
New Jersey Route 28 is a state highway in central New Jersey that serves as a key east–west corridor connecting several suburban communities and commercial areas.
-
E.
Pennsylvania Route 287
Pennsylvania Route 287 is a state highway in north-central Pennsylvania that runs generally north–south, connecting rural communities and providing access to U.S. Route 15 and the Pennsylvania Grand Canyon area.
- 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_69e0b4f9d5ec8190bb2bd27350ed341c |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6ec5e3f988190932956119197e3b1 |
completed | April 21, 2026, 3:17 a.m. |
Created at: April 16, 2026, 12:48 p.m.