Triple
T16466908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamaqua, Pennsylvania |
E399956
|
entity |
| Predicate | transportServedBy |
P1298
|
FINISHED |
| Object | Pennsylvania Route 54 |
—
|
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 54 | Statement: [Tamaqua, Pennsylvania, transportServedBy, Pennsylvania Route 54]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 54 Context triple: [Tamaqua, Pennsylvania, transportServedBy, Pennsylvania Route 54]
-
A.
Pennsylvania Route 54
chosen
Pennsylvania Route 54 is a state highway in Pennsylvania that runs east–west across several counties, connecting numerous small towns and communities in the central and eastern parts of the state.
-
B.
Pennsylvania Route 51
Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
-
C.
Pennsylvania Route 48
Pennsylvania Route 48 is a state highway in southwestern Pennsylvania that runs generally north–south through Allegheny County, serving suburban communities southeast of Pittsburgh.
-
D.
Pennsylvania Route 50
Pennsylvania Route 50 is a state highway in Pennsylvania that runs through several counties in the southwestern part of the state, connecting rural communities and suburban areas west of Pittsburgh.
-
E.
Pennsylvania Route 34
Pennsylvania Route 34 is a state highway in south-central Pennsylvania that runs generally north–south, connecting rural communities and small towns across counties such as Perry and Cumberland.
- 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dcd707081908fb7ca91a8c09e0a |
completed | April 18, 2026, 7:07 a.m. |
Created at: April 10, 2026, 5:11 a.m.