Triple
T4507315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleburg, Virginia |
E101363
|
entity |
| Predicate | county |
P75
|
FINISHED |
| Object | Loudoun County, Virginia |
E10044
|
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: Loudoun County, Virginia | Statement: [Middleburg, Virginia, county, Loudoun County, Virginia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loudoun County, Virginia Context triple: [Middleburg, Virginia, county, Loudoun County, Virginia]
-
A.
Loudoun County, Virginia
chosen
Loudoun County, Virginia is a rapidly growing suburban county in Northern Virginia known for its affluent communities, technology and data center corridor, and proximity to Washington, D.C.
-
B.
Fairfax County, Virginia
Fairfax County, Virginia is a populous and affluent suburban county in Northern Virginia that borders Washington, D.C. and serves as a major economic and governmental hub in the region.
-
C.
Fauquier County, Virginia
Fauquier County, Virginia is a largely rural, historically rich county in northern Virginia known for its horse country, wineries, and role as an exurban area within the greater Washington, D.C. region.
-
D.
Stafford County, Virginia
Stafford County, Virginia is a rapidly growing suburban county in northern Virginia known for its proximity to Washington, D.C., its role as a commuter community, and its historical sites dating back to the colonial and Civil War eras.
-
E.
Buckingham County, Virginia
Buckingham County, Virginia is a rural county in central Virginia known for its historic communities, agricultural landscape, and location along the James River.
- 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_69bd43d175248190894dc58b5b395c26 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd570e7bb8819097f7a575384a10a8 |
completed | March 20, 2026, 2:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee05440cc8190b0ab8d0c0811899b |
completed | March 21, 2026, 6:15 p.m. |
Created at: March 20, 2026, 1:01 p.m.