Triple
T3817357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loudoun County Transit bus services |
E84288
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Loudoun County Government
Loudoun County Government is the local governing body responsible for administering public services, infrastructure, and policy for Loudoun County, Virginia.
|
E55317
|
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: Loudoun County Government | Statement: [Loudoun County Transit bus services, operatedBy, Loudoun County Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loudoun County Government Context triple: [Loudoun County Transit bus services, operatedBy, Loudoun County Government]
-
A.
Loudoun County Board of Supervisors
The Loudoun County Board of Supervisors is the elected legislative and policymaking body that oversees county government operations, budgets, and local ordinances in Loudoun County, Virginia.
-
B.
Fairfax County Government
Fairfax County Government is the administrative body responsible for providing public services, governance, and policy implementation for Fairfax County, Virginia.
-
C.
Loudoun County Government Center
The Loudoun County Government Center is the primary administrative complex and public meeting facility for Loudoun County’s local government in Virginia.
-
D.
Loudoun County Public Schools
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
-
E.
Loudoun County, Virginia
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.
- 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: Loudoun County Government Triple: [Loudoun County Transit bus services, operatedBy, Loudoun County Government]
Generated description
Loudoun County Government is the local governing body responsible for administering public services, infrastructure, and policy for Loudoun County, Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loudoun County Government Target entity description: Loudoun County Government is the local governing body responsible for administering public services, infrastructure, and policy for Loudoun County, Virginia.
-
A.
Loudoun County Board of Supervisors
chosen
The Loudoun County Board of Supervisors is the elected legislative and policymaking body that oversees county government operations, budgets, and local ordinances in Loudoun County, Virginia.
-
B.
Fairfax County Government
Fairfax County Government is the administrative body responsible for providing public services, governance, and policy implementation for Fairfax County, Virginia.
-
C.
Loudoun County Government Center
The Loudoun County Government Center is the primary administrative complex and public meeting facility for Loudoun County’s local government in Virginia.
-
D.
Loudoun County Public Schools
Loudoun County Public Schools is the public school district serving students in Loudoun County, Virginia, operating a network of elementary, middle, and high schools across the county.
-
E.
Loudoun County, Virginia
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.
- F. None of above.
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_69aed931f5908190be2c07af66d4df25 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee8e1852c8190b61c507a7128d4c6 |
completed | March 9, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb43e1d481909a5b52cae5686179 |
completed | March 14, 2026, 6:08 a.m. |
| NEDg | Description generation | batch_69b4fcec1cf48190aa0b128acb56c089 |
completed | March 14, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fd4d55248190bf4ef442a9991edf |
completed | March 14, 2026, 6:16 a.m. |
Created at: March 9, 2026, 3:17 p.m.