Triple
T6500112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mineral County, West Virginia |
E148863
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Cumberland, MD-WV Metropolitan Statistical Area
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.
|
E600365
|
NE FINISHED |
How this triple was built (4 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: [Mineral County, West Virginia, partOf, 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: [Mineral County, West Virginia, partOf, Cumberland, MD-WV Metropolitan Statistical Area]
-
A.
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.
-
B.
Cumberland, Maryland
Cumberland, Maryland is a historic city in western Maryland that grew as a key transportation and industrial hub in the Appalachian region.
-
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.
Columbia, Maryland
Columbia, Maryland is a planned community in central Maryland known for its village-based design, diverse population, and role as a major residential and commercial hub between Baltimore and Washington, D.C.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cumberland, MD-WV Metropolitan Statistical Area Triple: [Mineral County, West Virginia, partOf, Cumberland, MD-WV Metropolitan Statistical Area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland, MD-WV Metropolitan Statistical Area Target entity description: 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.
-
A.
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.
-
B.
Cumberland, Maryland
Cumberland, Maryland is a historic city in western Maryland that grew as a key transportation and industrial hub in the Appalachian region.
-
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.
Columbia, Maryland
Columbia, Maryland is a planned community in central Maryland known for its village-based design, diverse population, and role as a major residential and commercial hub between Baltimore and Washington, D.C.
-
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. chosen
Provenance (5 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad1c46c819089db43e7c3a8d160 |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb1f649c8190bcc26f15d7a4faca |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6cd03c56c8190a0e7c69597ab8c83 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6cdfc23988190a4062abbcc312cb4 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:42 p.m.