Triple

T9349861
Position Surface form Disambiguated ID Type / Status
Subject Keyser, West Virginia E224987 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Cumberland, MD–WV Metropolitan Statistical Area E600365 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: Cumberland, MD–WV Metropolitan Statistical Area | Statement: [Keyser, West Virginia, partOfMetropolitanArea, Cumberland, MD–WV Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cumberland, MD–WV Metropolitan Statistical Area
Context triple: [Keyser, West Virginia, partOfMetropolitanArea, Cumberland, MD–WV Metropolitan Statistical Area]
  • A. Cumberland, MD-WV Metropolitan Statistical Area chosen
    The Cumberland, MD-WV Metropolitan Statistical Area is a small bi-state metropolitan region centered on Cumberland, Maryland, encompassing nearby communities in Maryland and West Virginia for economic and demographic analysis.
  • B. Hagerstown–Martinsburg, MD–WV Metropolitan Statistical Area
    The Hagerstown–Martinsburg, MD–WV Metropolitan Statistical Area is a bi-state U.S. metropolitan region centered on the cities of Hagerstown, Maryland, and Martinsburg, West Virginia, encompassing surrounding communities in both states.
  • C. Salisbury, Maryland–Delaware metropolitan area
    The Salisbury, Maryland–Delaware metropolitan area is a bi-state region centered on the city of Salisbury that encompasses parts of Maryland and Delaware on the Delmarva Peninsula and functions as a regional hub for commerce, healthcare, and education.
  • D. Cumberland, Maryland
    Cumberland, Maryland is a historic city in western Maryland that grew as a key transportation and industrial hub in the Appalachian region.
  • E. Clarksburg, Maryland
    Clarksburg, Maryland is a rapidly growing suburban community in northern Montgomery County known for its planned residential developments and proximity to major commuting routes into the Washington, D.C. metropolitan area.
  • 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_69ca842abfd48190949d71c3b86eeba8 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f1198b88190adc0b01f7c1be36e completed April 1, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e43c31008190b542a9c5aa33f30e completed April 4, 2026, 10:13 a.m.
Created at: March 30, 2026, 7:41 p.m.