Triple
T8437882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kutztown, Pennsylvania |
E199273
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
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.
|
E775000
|
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 737 | Statement: [Kutztown, Pennsylvania, hasTransportation, Pennsylvania Route 737]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 737 Context triple: [Kutztown, Pennsylvania, hasTransportation, Pennsylvania Route 737]
-
A.
Pennsylvania Route 73
Pennsylvania Route 73 is an east–west state highway in southeastern Pennsylvania that runs from the Berks County area through suburban Philadelphia communities to Northeast Philadelphia.
-
B.
Pennsylvania Route 724
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.
-
C.
Pennsylvania Route 791
Pennsylvania Route 791 is a short state highway in Allegheny County, Pennsylvania, serving as a local connector route in the eastern suburbs of Pittsburgh.
-
D.
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.
-
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. 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 737 Triple: [Kutztown, Pennsylvania, hasTransportation, Pennsylvania Route 737]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 737 Target entity description: 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.
-
A.
Pennsylvania Route 73
Pennsylvania Route 73 is an east–west state highway in southeastern Pennsylvania that runs from the Berks County area through suburban Philadelphia communities to Northeast Philadelphia.
-
B.
Pennsylvania Route 724
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.
-
C.
Pennsylvania Route 791
Pennsylvania Route 791 is a short state highway in Allegheny County, Pennsylvania, serving as a local connector route in the eastern suburbs of Pittsburgh.
-
D.
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.
-
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. 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13446788190ad52a4fd6e8b498a |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfeace262881909dedeb1a07e95279 |
completed | April 3, 2026, 4:29 p.m. |
| NEDg | Description generation | batch_69cfec2bde708190b73c7672625e912d |
completed | April 3, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfee809b54819089d4d0d5c555e428 |
completed | April 3, 2026, 4:44 p.m. |
Created at: March 30, 2026, 6:08 p.m.