Triple
T17687826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middletown Township, Delaware County, Pennsylvania |
E440940
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object | Pennsylvania Route 452 |
—
|
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 452 | Statement: [Middletown Township, Delaware County, Pennsylvania, hasTransportationAccess, Pennsylvania Route 452]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 452 Context triple: [Middletown Township, Delaware County, Pennsylvania, hasTransportationAccess, Pennsylvania Route 452]
-
A.
Pennsylvania Route 452
chosen
Pennsylvania Route 452 is a state highway in southeastern Pennsylvania that connects the borough of Marcus Hook with nearby communities in Delaware County.
-
B.
Pennsylvania Route 487
Pennsylvania Route 487 is a state highway in Pennsylvania that runs generally north–south through several counties, providing access to communities, state parks, and scenic areas along its route.
-
C.
Pennsylvania Route 472
Pennsylvania Route 472 is a state highway in southeastern Pennsylvania that runs through rural Chester and Lancaster counties, connecting small communities including Oxford.
-
D.
Pennsylvania Route 45
Pennsylvania Route 45 is a state highway in central Pennsylvania that runs east–west through rural communities and small towns, including Lewisburg.
-
E.
Pennsylvania Route 443
Pennsylvania Route 443 is a state highway in Pennsylvania that runs east–west across several counties, connecting rural communities and small towns, including Schuylkill Haven.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4704944d8819089b153aa14839fc0 |
completed | April 19, 2026, 6:03 a.m. |
Created at: April 10, 2026, 10:03 a.m.