Triple
T1222376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Youngstown |
E26250
|
entity |
| Predicate | transportationInfrastructure |
P385
|
FINISHED |
| Object |
U.S. Route 422
U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
|
E229410
|
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: U.S. Route 422 | Statement: [Youngstown, transportationInfrastructure, U.S. Route 422]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 422 Context triple: [Youngstown, transportationInfrastructure, U.S. Route 422]
-
A.
U.S. Route 119
U.S. Route 119 is a U.S. highway running generally north–south through parts of Kentucky, West Virginia, and Pennsylvania, connecting numerous towns and cities in the Appalachian region.
-
B.
U.S. Route 15
U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
-
C.
U.S. Route 209
U.S. Route 209 is a U.S. highway running through eastern Pennsylvania and southeastern New York, connecting rural communities, small cities, and scenic areas in the Appalachian and Catskill regions.
-
D.
U.S. Route 30
U.S. Route 30 is a major east–west U.S. highway that spans from the East Coast to the Midwest, passing through multiple states and serving as an important regional transportation corridor.
-
E.
U.S. Route 201
U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key 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: U.S. Route 422 Triple: [Youngstown, transportationInfrastructure, U.S. Route 422]
Generated description
U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 422 Target entity description: U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
-
A.
U.S. Route 119
U.S. Route 119 is a U.S. highway running generally north–south through parts of Kentucky, West Virginia, and Pennsylvania, connecting numerous towns and cities in the Appalachian region.
-
B.
U.S. Route 15
U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
-
C.
U.S. Route 209
U.S. Route 209 is a U.S. highway running through eastern Pennsylvania and southeastern New York, connecting rural communities, small cities, and scenic areas in the Appalachian and Catskill regions.
-
D.
U.S. Route 30
U.S. Route 30 is a major east–west U.S. highway that spans from the East Coast to the Midwest, passing through multiple states and serving as an important regional transportation corridor.
-
E.
U.S. Route 201
U.S. Route 201 is a north–south United States highway in Maine that runs from Brunswick through Augusta to the Canadian border, serving as a key 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_69a49484688c8190a1bf285eb396a8b6 |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4be21a2bc819094b47580d7c5cdf8 |
completed | March 1, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fa73fe8819097bcd6c07793bc52 |
completed | March 9, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69ae20efd4dc8190addf69c80a33d247 |
completed | March 9, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21b4ce248190bbd7542592db0ec4 |
completed | March 9, 2026, 1:26 a.m. |
Created at: March 1, 2026, 7:47 p.m.