Triple
T4675706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Chester, Pennsylvania |
E103674
|
entity |
| Predicate | transportationAccess |
P941
|
FINISHED |
| Object | Pennsylvania Route 100 |
E246377
|
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 100 | Statement: [West Chester, Pennsylvania, transportationAccess, Pennsylvania Route 100]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 100 Context triple: [West Chester, Pennsylvania, transportationAccess, Pennsylvania Route 100]
-
A.
Pennsylvania Route 100
chosen
Pennsylvania Route 100 is a major north–south state highway in southeastern Pennsylvania that connects suburban communities and serves as a key commuter and commercial corridor.
-
B.
Pennsylvania Route 130
Pennsylvania Route 130 is a state highway in Pennsylvania that runs through the western part of the state, connecting communities in Westmoreland and Allegheny counties.
-
C.
Pennsylvania Route 12
Pennsylvania Route 12 is a state highway in eastern Pennsylvania that serves as a key east–west arterial route through the city of Reading and its surrounding areas.
-
D.
Pennsylvania Route 51
Pennsylvania Route 51 is a major north–south state highway in western Pennsylvania that connects the Pittsburgh area with communities to the south, including Uniontown.
-
E.
Pennsylvania Route 132
Pennsylvania Route 132 is a state highway in southeastern Pennsylvania that serves as a key east–west arterial route through suburban communities in Bucks County.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63685cb88190ac1904e2c7eb6b61 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf8575c1e48190a611bbbe9b3fb286 |
completed | March 22, 2026, 6 a.m. |
Created at: March 20, 2026, 1:16 p.m.