Triple
T3817358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loudoun County Transit bus services |
E84288
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Loudoun County Department of Transportation and Capital Infrastructure
The Loudoun County Department of Transportation and Capital Infrastructure is the local government agency responsible for planning, operating, and managing transportation systems and major infrastructure projects in Loudoun County, Virginia.
|
E390310
|
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 Department of Transportation and Capital Infrastructure | Statement: [Loudoun County Transit bus services, operatedBy, Loudoun County Department of Transportation and Capital Infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loudoun County Department of Transportation and Capital Infrastructure Context triple: [Loudoun County Transit bus services, operatedBy, Loudoun County Department of Transportation and Capital Infrastructure]
-
A.
Fairfax County Department of Transportation
The Fairfax County Department of Transportation is the local government agency responsible for planning, managing, and operating transportation services and infrastructure in Fairfax County, Virginia.
-
B.
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.
-
C.
Fairfax County Department of Public Works and Environmental Services
The Fairfax County Department of Public Works and Environmental Services is the county agency responsible for planning, building, and maintaining public infrastructure and managing environmental protection and waste services in Fairfax County, Virginia.
-
D.
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.
-
E.
Loudoun County Administrator
The Loudoun County Administrator is the chief executive officer of Loudoun County, Virginia’s government, responsible for managing daily operations, implementing policies, and overseeing county departments under the direction of the Board of Supervisors.
- 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 Department of Transportation and Capital Infrastructure Triple: [Loudoun County Transit bus services, operatedBy, Loudoun County Department of Transportation and Capital Infrastructure]
Generated description
The Loudoun County Department of Transportation and Capital Infrastructure is the local government agency responsible for planning, operating, and managing transportation systems and major infrastructure projects in Loudoun County, Virginia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loudoun County Department of Transportation and Capital Infrastructure Target entity description: The Loudoun County Department of Transportation and Capital Infrastructure is the local government agency responsible for planning, operating, and managing transportation systems and major infrastructure projects in Loudoun County, Virginia.
-
A.
Fairfax County Department of Transportation
The Fairfax County Department of Transportation is the local government agency responsible for planning, managing, and operating transportation services and infrastructure in Fairfax County, Virginia.
-
B.
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.
-
C.
Fairfax County Department of Public Works and Environmental Services
The Fairfax County Department of Public Works and Environmental Services is the county agency responsible for planning, building, and maintaining public infrastructure and managing environmental protection and waste services in Fairfax County, Virginia.
-
D.
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.
-
E.
Loudoun County Administrator
The Loudoun County Administrator is the chief executive officer of Loudoun County, Virginia’s government, responsible for managing daily operations, implementing policies, and overseeing county departments under the direction of the Board of Supervisors.
- 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_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.