Triple
T6843582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harrisonburg, Virginia |
E157835
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Harrisonburg Metropolitan Statistical Area
The Harrisonburg Metropolitan Statistical Area is a U.S. Census-defined region in Virginia centered on the independent city of Harrisonburg and its surrounding communities, used for demographic and economic analysis.
|
E622807
|
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: Harrisonburg Metropolitan Statistical Area | Statement: [Harrisonburg, Virginia, partOf, Harrisonburg Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harrisonburg Metropolitan Statistical Area Context triple: [Harrisonburg, Virginia, partOf, Harrisonburg Metropolitan Statistical Area]
-
A.
Harrisonburg, Virginia
Harrisonburg, Virginia is an independent city in the Shenandoah Valley known for its universities, vibrant downtown, and role as a regional cultural and economic center.
-
B.
Lynchburg metropolitan area
The Lynchburg metropolitan area is a regional urban and economic hub in central Virginia centered on the city of Lynchburg and its surrounding counties.
-
C.
Charlottesville metropolitan area
The Charlottesville metropolitan area is a small urban region in central Virginia centered on the independent city of Charlottesville and its surrounding counties, known for the University of Virginia, historical sites, and a mix of urban and rural communities.
-
D.
Roanoke metropolitan area
The Roanoke metropolitan area is a regional urban and economic hub in western Virginia centered on the city of Roanoke and its surrounding communities.
-
E.
Waynesboro, Virginia
Waynesboro, Virginia is an independent city in the Shenandoah Valley known as a gateway to the Blue Ridge Parkway and Shenandoah National Park.
- 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: Harrisonburg Metropolitan Statistical Area Triple: [Harrisonburg, Virginia, partOf, Harrisonburg Metropolitan Statistical Area]
Generated description
The Harrisonburg Metropolitan Statistical Area is a U.S. Census-defined region in Virginia centered on the independent city of Harrisonburg and its surrounding communities, used for demographic and economic analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harrisonburg Metropolitan Statistical Area Target entity description: The Harrisonburg Metropolitan Statistical Area is a U.S. Census-defined region in Virginia centered on the independent city of Harrisonburg and its surrounding communities, used for demographic and economic analysis.
-
A.
Harrisonburg, Virginia
Harrisonburg, Virginia is an independent city in the Shenandoah Valley known for its universities, vibrant downtown, and role as a regional cultural and economic center.
-
B.
Lynchburg metropolitan area
The Lynchburg metropolitan area is a regional urban and economic hub in central Virginia centered on the city of Lynchburg and its surrounding counties.
-
C.
Charlottesville metropolitan area
The Charlottesville metropolitan area is a small urban region in central Virginia centered on the independent city of Charlottesville and its surrounding counties, known for the University of Virginia, historical sites, and a mix of urban and rural communities.
-
D.
Roanoke metropolitan area
The Roanoke metropolitan area is a regional urban and economic hub in western Virginia centered on the city of Roanoke and its surrounding communities.
-
E.
Waynesboro, Virginia
Waynesboro, Virginia is an independent city in the Shenandoah Valley known as a gateway to the Blue Ridge Parkway and Shenandoah National Park.
- 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_69c6882ed4c081909dc465a7cf8838be |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d6b7179481909e3482fef47b2719 |
completed | March 27, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c72fbf06008190a8c342d3d7dec930 |
completed | March 28, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69c7308d90308190ad38a09a6de0f6df |
completed | March 28, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7311de3cc8190b146ed4fd2b5274a |
completed | March 28, 2026, 1:38 a.m. |
Created at: March 27, 2026, 2:19 p.m.