Triple
T6853937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muhlenberg Township, Berks County, Pennsylvania |
E158089
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object | Pennsylvania Route 61 |
E265171
|
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: Pennsylvania Route 61 | Statement: [Muhlenberg Township, Berks County, Pennsylvania, hasTransportation, Pennsylvania Route 61]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 61 Context triple: [Muhlenberg Township, Berks County, Pennsylvania, hasTransportation, Pennsylvania Route 61]
-
A.
Pennsylvania Route 61
chosen
Pennsylvania Route 61 is a state highway in eastern Pennsylvania that runs through the Coal Region, connecting communities such as Reading and Pottsville.
-
B.
Pennsylvania Route 66
Pennsylvania Route 66 is a state highway in western Pennsylvania that runs generally north–south, connecting the Pennsylvania Turnpike near New Stanton to U.S. Route 6 in Kane and serving as a key regional corridor through several counties.
-
C.
Pennsylvania Route 63
Pennsylvania Route 63 is a state highway in southeastern Pennsylvania that runs through Montgomery and Bucks counties, connecting suburban communities north of Philadelphia.
-
D.
Pennsylvania Route 611
Pennsylvania Route 611 is a major north–south state highway in eastern Pennsylvania that runs through the Philadelphia suburbs and the Delaware River valley, serving as a key regional transportation corridor.
-
E.
Pennsylvania Route 65
Pennsylvania Route 65 is a state highway in western Pennsylvania that runs generally north–south, connecting the Pittsburgh area with communities in Beaver and Lawrence counties along the Ohio River.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a1f8da648190987fad6e37620cef |
completed | March 29, 2026, 3:52 a.m. |
Created at: March 27, 2026, 2:20 p.m.