Triple
T437680
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loudoun County, Virginia |
E10044
|
entity |
| Predicate | hasCensusDesignatedPlace |
P6345
|
FINISHED |
| Object |
Sterling, Virginia
Sterling, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, shopping centers, and proximity to Dulles International Airport.
|
E104643
|
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: Sterling, Virginia | Statement: [Loudoun County, Virginia, hasCensusDesignatedPlace, Sterling, Virginia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sterling, Virginia Context triple: [Loudoun County, Virginia, hasCensusDesignatedPlace, Sterling, Virginia]
-
A.
Lovettsville, Virginia
Lovettsville, Virginia is a small historic town in northern Virginia near the Potomac River, known for its rural character and proximity to the Washington, D.C. metropolitan area.
-
B.
Springfield, Virginia
Springfield, Virginia is a suburban community in Fairfax County just south of Washington, D.C., known as a major transportation hub and residential area in Northern Virginia.
-
C.
Middletown, Virginia
Middletown, Virginia is a small town in Frederick County in the northern Shenandoah Valley, known as a transportation junction and gateway between rural Virginia and the Washington, D.C. metropolitan region.
-
D.
Gainesville, Virginia
Gainesville, Virginia is a rapidly growing suburban community in Prince William County, northern Virginia, known for its residential developments, shopping centers, and proximity to major commuter routes into the Washington, D.C. metropolitan area.
-
E.
Danville, Virginia
Danville, Virginia is an independent city in southern Virginia known for its historical role in the tobacco and textile industries and as the last capital of the Confederacy.
- 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: Sterling, Virginia Triple: [Loudoun County, Virginia, hasCensusDesignatedPlace, Sterling, Virginia]
Generated description
Sterling, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, shopping centers, and proximity to Dulles International Airport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sterling, Virginia Target entity description: Sterling, Virginia is a suburban community in Northern Virginia near Washington, D.C., known for its residential neighborhoods, shopping centers, and proximity to Dulles International Airport.
-
A.
Lovettsville, Virginia
Lovettsville, Virginia is a small historic town in northern Virginia near the Potomac River, known for its rural character and proximity to the Washington, D.C. metropolitan area.
-
B.
Springfield, Virginia
Springfield, Virginia is a suburban community in Fairfax County just south of Washington, D.C., known as a major transportation hub and residential area in Northern Virginia.
-
C.
Middletown, Virginia
Middletown, Virginia is a small town in Frederick County in the northern Shenandoah Valley, known as a transportation junction and gateway between rural Virginia and the Washington, D.C. metropolitan region.
-
D.
Gainesville, Virginia
Gainesville, Virginia is a rapidly growing suburban community in Prince William County, northern Virginia, known for its residential developments, shopping centers, and proximity to major commuter routes into the Washington, D.C. metropolitan area.
-
E.
Danville, Virginia
Danville, Virginia is an independent city in southern Virginia known for its historical role in the tobacco and textile industries and as the last capital of the Confederacy.
- 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_69a2e8465ef481909655c681b01e2986 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f01d8fa88190849d720b029db479 |
completed | Feb. 28, 2026, 1:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7bffe8a488190939b1a778db4f517 |
completed | March 4, 2026, 5:15 a.m. |
| NEDg | Description generation | batch_69a7c0bea40481908df44214da39135e |
completed | March 4, 2026, 5:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7c125de38819084897b25887dea0e |
completed | March 4, 2026, 5:20 a.m. |
Created at: Feb. 28, 2026, 1:11 p.m.