Triple
T9638545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hazleton, Pennsylvania |
E232998
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
Pennsylvania Route 93
Pennsylvania Route 93 is a state highway in northeastern Pennsylvania that connects the city of Hazleton with several nearby communities and major routes.
|
E842974
|
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 93 | Statement: [Hazleton, Pennsylvania, hasMajorHighway, Pennsylvania Route 93]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 93 Context triple: [Hazleton, Pennsylvania, hasMajorHighway, Pennsylvania Route 93]
-
A.
Pennsylvania Route 88
Pennsylvania Route 88 is a state highway in southwestern Pennsylvania that runs primarily along the Monongahela River, connecting various communities south of Pittsburgh.
-
B.
Pennsylvania Route 94
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
-
C.
Pennsylvania Route 48
Pennsylvania Route 48 is a state highway in southwestern Pennsylvania that runs generally north–south through Allegheny County, serving suburban communities southeast of Pittsburgh.
-
D.
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.
-
E.
Pennsylvania Route 901
Pennsylvania Route 901 is a state highway in Pennsylvania that serves the coal region, connecting several small communities and providing access to larger routes in the area.
- 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 93 Triple: [Hazleton, Pennsylvania, hasMajorHighway, Pennsylvania Route 93]
Generated description
Pennsylvania Route 93 is a state highway in northeastern Pennsylvania that connects the city of Hazleton with several nearby communities and major routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 93 Target entity description: Pennsylvania Route 93 is a state highway in northeastern Pennsylvania that connects the city of Hazleton with several nearby communities and major routes.
-
A.
Pennsylvania Route 88
Pennsylvania Route 88 is a state highway in southwestern Pennsylvania that runs primarily along the Monongahela River, connecting various communities south of Pittsburgh.
-
B.
Pennsylvania Route 94
Pennsylvania Route 94 is a state highway in south-central Pennsylvania that runs north–south between the Maryland state line and the Hanover area, serving as a key regional connector.
-
C.
Pennsylvania Route 48
Pennsylvania Route 48 is a state highway in southwestern Pennsylvania that runs generally north–south through Allegheny County, serving suburban communities southeast of Pittsburgh.
-
D.
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.
-
E.
Pennsylvania Route 901
Pennsylvania Route 901 is a state highway in Pennsylvania that serves the coal region, connecting several small communities and providing access to larger routes in the area.
- 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_69ca848a5a908190aad251f4137b0c3a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b51b08081908e30744607b28953 |
completed | April 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cb2aaef481908a7be61bbfc3b008 |
completed | April 5, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d2cd242ed8819097895cb15cbb5d47 |
completed | April 5, 2026, 8:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2d1204f008190a9349c071c1e8d19 |
completed | April 5, 2026, 9:16 p.m. |
Created at: March 30, 2026, 8:11 p.m.