Triple
T4954500
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Huntingdon Township, Pennsylvania |
E111247
|
entity |
| Predicate | hasTransportationInfrastructure |
P385
|
FINISHED |
| Object | Pennsylvania Route 31 |
E273070
|
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 31 | Statement: [East Huntingdon Township, Pennsylvania, hasTransportationInfrastructure, Pennsylvania Route 31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 31 Context triple: [East Huntingdon Township, Pennsylvania, hasTransportationInfrastructure, Pennsylvania Route 31]
-
A.
Pennsylvania Route 31
chosen
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.
-
B.
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.
-
C.
Pennsylvania Route 3
Pennsylvania Route 3 is a major state highway in southeastern Pennsylvania that connects the city of Philadelphia with its western suburbs, including areas of Delaware County.
-
D.
Pennsylvania Route 21
Pennsylvania Route 21 is a state highway in southwestern Pennsylvania that runs east–west, connecting communities such as Uniontown to the West Virginia state line and serving as a key regional corridor.
-
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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71b945c0819082723712905f8295 |
completed | March 20, 2026, 4:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfbd5d67c881909b57ead8968a840b |
completed | March 22, 2026, 9:58 a.m. |
Created at: March 20, 2026, 1:32 p.m.