Triple

T6714052
Position Surface form Disambiguated ID Type / Status
Subject Mahoning Valley E153217 entity
Predicate hasTransportationInfrastructure P385 FINISHED
Object U.S. Route 422 E229410 NE FINISHED

How this triple was built (2 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: [Mahoning Valley, hasTransportationInfrastructure, U.S. Route 422]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: U.S. Route 422
Context triple: [Mahoning Valley, hasTransportationInfrastructure, U.S. Route 422]
  • A. U.S. Route 422 chosen
    U.S. Route 422 is a U.S. highway running through parts of Ohio and Pennsylvania, connecting cities such as Cleveland, Youngstown, and Reading.
  • B. U.S. Route 220
    U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
  • C. U.S. Route 22
    U.S. Route 22 is a major east–west U.S. highway running from Ohio to New Jersey, serving as an important regional connector through several Mid-Atlantic and Midwestern states.
  • D. U.S. Route 222
    U.S. Route 222 is a north–south U.S. highway in Pennsylvania and Maryland that connects Reading and Lancaster with the greater U.S. Route 22 and Interstate 78 corridor near Allentown.
  • E. U.S. Route 302
    U.S. Route 302 is a U.S. highway in the northeastern United States that runs from Montpelier, Vermont, through New Hampshire, to Portland, Maine.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d122d6cc81909bde0c94fb95f016 completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbb542f08190bfea892ea90390b3 completed March 28, 2026, 12:38 p.m.
Created at: March 27, 2026, 2:07 p.m.