Triple
T13219320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Southampton Township, Bucks County, Pennsylvania |
E314706
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object | served by Pennsylvania Route 132 |
E419114
|
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: served by Pennsylvania Route 132 | Statement: [Upper Southampton Township, Bucks County, Pennsylvania, transportation, served by Pennsylvania Route 132]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by Pennsylvania Route 132 Context triple: [Upper Southampton Township, Bucks County, Pennsylvania, transportation, served by Pennsylvania Route 132]
-
A.
Pennsylvania Route 132
chosen
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.
-
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 136
Pennsylvania Route 136 is a state highway in southwestern Pennsylvania that runs east–west through Washington and Westmoreland counties, connecting several small communities and intersecting major regional routes.
-
D.
Pennsylvania Route 737
Pennsylvania Route 737 is a state highway in eastern Pennsylvania that connects rural Berks County areas with the borough of Kutztown and nearby major routes.
-
E.
Pennsylvania Route 113
Pennsylvania Route 113 is a state highway in southeastern Pennsylvania that runs generally northeast–southwest through suburban and rural communities, connecting towns such as Phoenixville, Collegeville, and Souderton.
- 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_69d806affc688190a25b6ccc588e9c72 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf392e08190949ee4d194566395 |
completed | April 10, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6ff2282fc8190bc5037ff62e594ff |
completed | May 3, 2026, 7:54 a.m. |
Created at: April 9, 2026, 9:18 p.m.