Triple
T12517644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Makefield Township, Pennsylvania |
E299228
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object | Pennsylvania Route 332 |
E421228
|
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 332 | Statement: [Lower Makefield Township, Pennsylvania, hasTransportationAccess, Pennsylvania Route 332]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 332 Context triple: [Lower Makefield Township, Pennsylvania, hasTransportationAccess, Pennsylvania Route 332]
-
A.
Pennsylvania Route 332
chosen
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
-
B.
Pennsylvania Route 372
Pennsylvania Route 372 is an east–west state highway in southeastern Pennsylvania that connects several small towns and rural communities across Lancaster and Chester counties.
-
C.
Pennsylvania Route 352
Pennsylvania Route 352 is a state highway in southeastern Pennsylvania that runs generally north–south through Delaware and Chester counties, connecting suburban communities and serving as a commuter route.
-
D.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
E.
Pennsylvania Route 313
Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
- 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_69fd32359c54819098349d7d1c1e454f |
completed | May 8, 2026, 12:45 a.m. |
Created at: April 8, 2026, 9:57 p.m.