Triple
T10671987
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumru Township, Berks County, Pennsylvania |
E251509
|
entity |
| Predicate | hasTransportationInfrastructure |
P385
|
FINISHED |
| Object | Pennsylvania Route 724 |
E678225
|
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 724 | Statement: [Cumru Township, Berks County, Pennsylvania, hasTransportationInfrastructure, Pennsylvania Route 724]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 724 Context triple: [Cumru Township, Berks County, Pennsylvania, hasTransportationInfrastructure, Pennsylvania Route 724]
-
A.
Pennsylvania Route 724
chosen
Pennsylvania Route 724 is a state highway in southeastern Pennsylvania that runs through Berks and Chester counties, connecting communities near Reading with areas to the east and south.
-
B.
Pennsylvania Route 741
Pennsylvania Route 741 is a state highway in Lancaster County, Pennsylvania, that serves as a key local connector through rural communities and attractions, including the area around the Railroad Museum of Pennsylvania.
-
C.
Pennsylvania Route 274
Pennsylvania Route 274 is a state highway in south-central Pennsylvania that runs through rural communities and farmland, serving as a key east–west connector in the region.
-
D.
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.
-
E.
Pennsylvania Route 72
Pennsylvania Route 72 is a north–south state highway in Pennsylvania that connects the city of Lancaster with communities to the north, serving as an important regional transportation corridor.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f8648a248190a3bd284c569152e4 |
completed | April 9, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58a8c67248190be284ddd84f9d8b8 |
completed | April 20, 2026, 2:08 a.m. |
Created at: April 8, 2026, 9:09 p.m.