Triple
T6853895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Exeter Township, Berks County, Pennsylvania |
E158088
|
entity |
| Predicate | hasTransportationAccess |
P1298
|
FINISHED |
| Object |
Pennsylvania Route 562
Pennsylvania Route 562 is a state highway in southeastern Pennsylvania that runs through Berks County, connecting rural and suburban communities east of Reading.
|
E676948
|
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 562 | Statement: [Exeter Township, Berks County, Pennsylvania, hasTransportationAccess, Pennsylvania Route 562]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 562 Context triple: [Exeter Township, Berks County, Pennsylvania, hasTransportationAccess, Pennsylvania Route 562]
-
A.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
B.
Pennsylvania Route 653
Pennsylvania Route 653 is a state highway in southwestern Pennsylvania that provides access through rural Somerset County, including the area around the state's highest point, Mount Davis.
-
C.
Pennsylvania Route 663
Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
-
D.
Pennsylvania Route 356
Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
-
E.
Pennsylvania Route 551
Pennsylvania Route 551 is a north–south state highway in western Pennsylvania that connects rural communities in Lawrence and Beaver counties to larger regional routes.
- 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 562 Triple: [Exeter Township, Berks County, Pennsylvania, hasTransportationAccess, Pennsylvania Route 562]
Generated description
Pennsylvania Route 562 is a state highway in southeastern Pennsylvania that runs through Berks County, connecting rural and suburban communities east of Reading.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 562 Target entity description: Pennsylvania Route 562 is a state highway in southeastern Pennsylvania that runs through Berks County, connecting rural and suburban communities east of Reading.
-
A.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
B.
Pennsylvania Route 653
Pennsylvania Route 653 is a state highway in southwestern Pennsylvania that provides access through rural Somerset County, including the area around the state's highest point, Mount Davis.
-
C.
Pennsylvania Route 663
Pennsylvania Route 663 is a state highway in southeastern Pennsylvania that connects Quakertown in Bucks County to Pottstown in Montgomery County, serving as a regional connector between several major routes.
-
D.
Pennsylvania Route 356
Pennsylvania Route 356 is a state highway in western Pennsylvania that connects several communities, including Saxonburg, to larger regional routes and urban centers.
-
E.
Pennsylvania Route 551
Pennsylvania Route 551 is a north–south state highway in western Pennsylvania that connects rural communities in Lawrence and Beaver counties to larger regional routes.
- 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_69c6882fae988190864cbba788c5ebb4 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d851321481908c49c2c949359703 |
completed | March 27, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86822add88190909a82b9c263bb6f |
completed | March 28, 2026, 11:45 p.m. |
| NEDg | Description generation | batch_69c8690ef840819082ecaa16b5cf3f0c |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86b70a51c819091590ff094e6e784 |
completed | March 28, 2026, 11:59 p.m. |
Created at: March 27, 2026, 2:20 p.m.