Triple
T15681602
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punxsutawney, Pennsylvania |
E377589
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object | Pennsylvania Route 436 |
—
|
NE NERFINISHED |
How this triple was built (3 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 436 | Statement: [Punxsutawney, Pennsylvania, transportationAccess, Pennsylvania Route 436]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 436 Context triple: [Punxsutawney, Pennsylvania, transportationAccess, Pennsylvania Route 436]
-
A.
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.
-
B.
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.
-
C.
Pennsylvania Route 463
Pennsylvania Route 463 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial road through suburban communities in Montgomery and Bucks counties.
-
D.
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.
-
E.
Pennsylvania Route 447
Pennsylvania Route 447 is a state highway in northeastern Pennsylvania that connects East Stroudsburg with rural communities in Monroe and Pike counties.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 436 Target entity description: Pennsylvania Route 436 is a state highway in western Pennsylvania that serves as a local connector route providing access to and from the town of Punxsutawney.
-
A.
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.
-
B.
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.
-
C.
Pennsylvania Route 463
Pennsylvania Route 463 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial road through suburban communities in Montgomery and Bucks counties.
-
D.
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.
-
E.
Pennsylvania Route 447
Pennsylvania Route 447 is a state highway in northeastern Pennsylvania that connects East Stroudsburg with rural communities in Monroe and Pike counties.
- F. None of above. chosen
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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f306a1c8190a819541a3cc51f5a |
completed | April 16, 2026, 2:53 a.m. |
Created at: April 10, 2026, 4:16 a.m.