Triple

T5198340
Position Surface form Disambiguated ID Type / Status
Subject Western Pennsylvania E117328 entity
Predicate hasMajorCity P316 FINISHED
Object Oil City, Pennsylvania E453534 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: Oil City, Pennsylvania | Statement: [Western Pennsylvania, hasMajorCity, Oil City, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oil City, Pennsylvania
Context triple: [Western Pennsylvania, hasMajorCity, Oil City, Pennsylvania]
  • A. Oil City chosen
    Oil City is a small city in northwestern Pennsylvania historically known as a center of the early American oil industry.
  • B. Bessemer, Pennsylvania
    Bessemer, Pennsylvania is a small borough in western Pennsylvania known historically for its steel and industrial heritage.
  • C. Pottsville, Pennsylvania
    Pottsville, Pennsylvania is a historic coal-region city in Schuylkill County known for its anthracite mining heritage and as the home of the Yuengling brewery, the oldest operating brewery in the United States.
  • D. Birmingham, Pennsylvania
    Birmingham, Pennsylvania is a small historic borough in Huntingdon County best known as the birthplace of food industry pioneer Henry John Heinz.
  • E. Clairton, Pennsylvania
    Clairton, Pennsylvania is a small industrial city in the Pittsburgh metropolitan area, historically known for its large coke production plant along the Monongahela River.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a1f154481908be5d3c9cbbef92a completed March 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0a115048190b7f02b5449c444d7 completed March 21, 2026, 6:17 p.m.
Created at: March 20, 2026, 1:47 p.m.