Triple

T22041733
Position Surface form Disambiguated ID Type / Status
Subject Stafford County Board of Supervisors E544650 entity
Predicate legalBasis P125 FINISHED
Object Stafford County Code
The Stafford County Code is the body of local laws and ordinances that governs public policy, administration, and regulations within Stafford County, Virginia.
E1515614 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 County Code | Statement: [Stafford County Board of Supervisors, legalBasis, Stafford County Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stafford County Code
Context triple: [Stafford County Board of Supervisors, legalBasis, Stafford County Code]
  • A. Prince William County Code
    The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
  • B. Fairfax County Code
    The Fairfax County Code is the comprehensive collection of local laws and ordinances that govern Fairfax County, Virginia, including the powers and duties of its officials and agencies.
  • C. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • D. Stafford County government
    Stafford County government is the local governing body responsible for administering public services, law enforcement oversight, and policy-making for Stafford County, Virginia.
  • E. Arlington County Code
    The Arlington County Code is the body of local laws and ordinances governing Arlington County, Virginia, including the authority and procedures of its departments and agencies.
  • 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 County Code
Triple: [Stafford County Board of Supervisors, legalBasis, Stafford County Code]
Generated description
The Stafford County Code is the body of local laws and ordinances that governs public policy, administration, and regulations within Stafford County, Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stafford County Code
Target entity description: The Stafford County Code is the body of local laws and ordinances that governs public policy, administration, and regulations within Stafford County, Virginia.
  • A. Prince William County Code
    The Prince William County Code is the comprehensive collection of local laws and ordinances governing Prince William County, Virginia.
  • B. Fairfax County Code
    The Fairfax County Code is the comprehensive collection of local laws and ordinances that govern Fairfax County, Virginia, including the powers and duties of its officials and agencies.
  • C. Montgomery County Code
    The Montgomery County Code is the official compilation of local laws and regulations governing Montgomery County, Maryland.
  • D. Stafford County government
    Stafford County government is the local governing body responsible for administering public services, law enforcement oversight, and policy-making for Stafford County, Virginia.
  • E. Arlington County Code
    The Arlington County Code is the body of local laws and ordinances governing Arlington County, Virginia, including the authority and procedures of its departments and agencies.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12829c1c081909edc7544242c9c7a completed April 28, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6f2a1c819090cfa07e83f24368 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c73537481908c644642f825569f completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d29f5a08190b41cad11e2192727 completed May 18, 2026, 2:44 a.m.
Created at: April 16, 2026, 8:25 p.m.