Triple

T15217360
Position Surface form Disambiguated ID Type / Status
Subject Lehigh Valley region (via Bethlehem Branch) E363671 entity
Predicate containsCounty P5971 FINISHED
Object Northampton County E395321 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: Northampton County | Statement: [Lehigh Valley region (via Bethlehem Branch), containsCounty, Northampton County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northampton County
Context triple: [Lehigh Valley region (via Bethlehem Branch), containsCounty, Northampton County]
  • A. Northampton County chosen
    Northampton County is a county in eastern Pennsylvania known for its mix of historic industrial cities and suburban communities within the Lehigh Valley region.
  • B. Bedford County
    Bedford County is a county-level jurisdiction in south-central Pennsylvania, known for its rural landscapes, historic sites, and role as a transportation corridor through the Appalachian region.
  • C. Halifax County
    Halifax County is a regional municipality in Nova Scotia, Canada, that includes urban, suburban, and rural communities such as the Halifax metropolitan area and its surrounding districts.
  • D. Lancaster County
    Lancaster County is a county in southeastern Nebraska that includes the city of Lincoln, the state capital and home to attractions such as the Lincoln Children’s Zoo.
  • E. Lancaster County
    Lancaster County is a predominantly rural county in southeastern Pennsylvania known for its large Amish community, rich agricultural heritage, and historic towns.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0076f90c481909989befe031a2cae completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff133950288190a5ffeb52ee0bac37 completed May 9, 2026, 10:58 a.m.
Created at: April 10, 2026, 3:11 a.m.