Triple
T20672566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newmanstown, Pennsylvania |
E508065
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object |
Pennsylvania Route 419
Pennsylvania Route 419 is a state highway in southeastern Pennsylvania that runs through rural communities and small towns, including Newmanstown, connecting local traffic to larger regional routes.
|
E1556165
|
NE FINISHED |
How this triple was built (4 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 419 | Statement: [Newmanstown, Pennsylvania, locatedOn, Pennsylvania Route 419]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 419 Context triple: [Newmanstown, Pennsylvania, locatedOn, Pennsylvania Route 419]
-
A.
Pennsylvania Route 413
Pennsylvania Route 413 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting several communities and serving as a key local north–south route.
-
B.
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.
-
C.
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.
-
D.
Pennsylvania Route 436
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Pennsylvania Route 419 Triple: [Newmanstown, Pennsylvania, locatedOn, Pennsylvania Route 419]
Generated description
Pennsylvania Route 419 is a state highway in southeastern Pennsylvania that runs through rural communities and small towns, including Newmanstown, connecting local traffic to larger regional routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 419 Target entity description: Pennsylvania Route 419 is a state highway in southeastern Pennsylvania that runs through rural communities and small towns, including Newmanstown, connecting local traffic to larger regional routes.
-
A.
Pennsylvania Route 413
Pennsylvania Route 413 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting several communities and serving as a key local north–south route.
-
B.
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.
-
C.
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.
-
D.
Pennsylvania Route 436
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.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69e0b4c1164881909a3bf1e3ddb2bc32 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5cb1fc88190805f623e93a70368 |
completed | April 20, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba78fd40081909715cd27cf05236a |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba7fee49481909915675cd5b21df2 |
completed | May 18, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba8ac6b008190bf0441b47af7d93b |
completed | May 19, 2026, 12:02 a.m. |
Created at: April 16, 2026, 11:44 a.m.