Triple
T12517643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Makefield Township, Pennsylvania |
E299228
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object | Pennsylvania Route 32 |
E734322
|
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 32 | Statement: [Lower Makefield Township, Pennsylvania, hasTransportationAccess, Pennsylvania Route 32]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 32 Context triple: [Lower Makefield Township, Pennsylvania, hasTransportationAccess, Pennsylvania Route 32]
-
A.
Pennsylvania Route 32
chosen
Pennsylvania Route 32 is a scenic state highway in eastern Pennsylvania that runs along the Delaware River, connecting several riverfront communities and offering access to historic towns and natural attractions.
-
B.
Pennsylvania Route 33
Pennsylvania Route 33 is a north–south state highway in eastern Pennsylvania that connects the Lehigh Valley to the Pocono Mountains and major routes such as I-78 and US 22.
-
C.
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.
-
D.
Pennsylvania Route 31
Pennsylvania Route 31 is a state highway in southwestern Pennsylvania that runs east–west through several communities, including Mount Pleasant, providing a regional connector between rural areas and major routes.
-
E.
Pennsylvania Route 325
Pennsylvania Route 325 is a state highway in Pennsylvania that runs through rural, mountainous areas of Dauphin and Schuylkill counties, providing local access between small communities and connecting to larger regional routes.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545a2e188190bb92120df740003d |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd27ee6ff881909fb0d1590580c4e8 |
completed | May 8, 2026, 12:01 a.m. |
Created at: April 8, 2026, 9:57 p.m.