Triple

T4345804
Position Surface form Disambiguated ID Type / Status
Subject Hagerstown–Martinsburg, MD–WV Metropolitan Statistical Area E97896 entity
Predicate contains P35 FINISHED
Object Berkeley County, West Virginia E58861 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: Berkeley County, West Virginia | Statement: [Hagerstown–Martinsburg, MD–WV Metropolitan Statistical Area, contains, Berkeley County, West Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley County, West Virginia
Context triple: [Hagerstown–Martinsburg, MD–WV Metropolitan Statistical Area, contains, Berkeley County, West Virginia]
  • A. Berkeley County, West Virginia chosen
    Berkeley County, West Virginia is a rapidly growing county in the state's Eastern Panhandle, centered on the city of Martinsburg and known for its blend of historic sites and expanding suburban communities.
  • B. Brooke County, West Virginia
    Brooke County, West Virginia is a small county in the state's Northern Panhandle along the Ohio River, known historically for its steel industry and proximity to the Pittsburgh metropolitan area.
  • C. Marion County, West Virginia
    Marion County, West Virginia is a north-central West Virginia county centered around the city of Fairmont, known historically for coal mining and its location along the Monongahela River.
  • D. Jefferson County, West Virginia
    Jefferson County, West Virginia is the easternmost county in the state, known for its historic towns like Harpers Ferry and its inclusion in the greater Washington, D.C. commuter region.
  • E. Hancock County, West Virginia
    Hancock County, West Virginia is the state's northernmost and smallest county by area, located in the Northern Panhandle along the Ohio River and forming part of the Weirton–Steubenville metropolitan region.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3518bec408190ba07643bbf7eb632 completed March 12, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf953024f88190abca4affb92eca13 completed March 22, 2026, 7:07 a.m.
Created at: March 12, 2026, 11:15 p.m.