Triple
T627051
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stafford County, Virginia |
E15841
|
entity |
| Predicate | seatOfGovernment |
P761
|
FINISHED |
| Object |
Stafford, Virginia
Stafford, Virginia is an unincorporated community that serves as the administrative and population center of Stafford County in northern Virginia, near the Washington, D.C. metropolitan area.
|
E138752
|
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: Stafford, Virginia | Statement: [Stafford County, Virginia, seatOfGovernment, Stafford, Virginia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stafford, Virginia Context triple: [Stafford County, Virginia, seatOfGovernment, Stafford, Virginia]
-
A.
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.
-
B.
Lorton
Lorton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, proximity to major transportation routes, and redevelopment of the former Lorton Reformatory site.
-
C.
Brambleton, Virginia
Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
-
D.
Fairfax, Virginia
Fairfax, Virginia is an independent city in Northern Virginia that serves as a major suburban community within the Washington, D.C. metropolitan area.
-
E.
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.
- 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: Stafford, Virginia Triple: [Stafford County, Virginia, seatOfGovernment, Stafford, Virginia]
Generated description
Stafford, Virginia is an unincorporated community that serves as the administrative and population center of Stafford County in northern Virginia, near the Washington, D.C. metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stafford, Virginia Target entity description: Stafford, Virginia is an unincorporated community that serves as the administrative and population center of Stafford County in northern Virginia, near the Washington, D.C. metropolitan area.
-
A.
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.
-
B.
Lorton
Lorton is a suburban community in Fairfax County, Northern Virginia, known for its residential neighborhoods, proximity to major transportation routes, and redevelopment of the former Lorton Reformatory site.
-
C.
Brambleton, Virginia
Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
-
D.
Fairfax, Virginia
Fairfax, Virginia is an independent city in Northern Virginia that serves as a major suburban community within the Washington, D.C. metropolitan area.
-
E.
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.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e587c448190987943a6aad209d1 |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f1e0cd48190953a1e0dc2912e39 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fba00f0819086a0fffa090c5809 |
completed | March 7, 2026, 7:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac807ead9c819088f7195aec87a538 |
completed | March 7, 2026, 7:46 p.m. |
Created at: March 1, 2026, 7:35 p.m.