Triple

T17856169
Position Surface form Disambiguated ID Type / Status
Subject Fluvanna County, Virginia E445941 entity
Predicate hasCommunity P2605 FINISHED
Object Cunningham, Virginia
Cunningham, Virginia is an unincorporated rural community located in Fluvanna County in the central part of the U.S. state of Virginia.
E1291988 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: Cunningham, Virginia | Statement: [Fluvanna County, Virginia, hasCommunity, Cunningham, Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cunningham, Virginia
Context triple: [Fluvanna County, Virginia, hasCommunity, Cunningham, Virginia]
  • A. Courtland, Virginia
    Courtland, Virginia is a small historic town in southeastern Virginia that serves as the administrative and commercial center of Southampton County.
  • B. Sutherland, Virginia
    Sutherland, Virginia is a small unincorporated community and census-designated place in south-central Virginia, known historically as a railroad stop and for its proximity to Civil War sites.
  • C. Brookneal, Virginia
    Brookneal, Virginia is a small incorporated town in south-central Virginia situated along the Staunton River and historically known as a local commercial and transportation hub.
  • D. Blackstone, Virginia
    Blackstone, Virginia is a small town in south-central Virginia known for its historic downtown, military ties, and role as a regional service and transportation hub.
  • E. Kenbridge, Virginia
    Kenbridge, Virginia is a small incorporated town in south-central Virginia that serves as one of the primary communities within rural Lunenburg County.
  • 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: Cunningham, Virginia
Triple: [Fluvanna County, Virginia, hasCommunity, Cunningham, Virginia]
Generated description
Cunningham, Virginia is an unincorporated rural community located in Fluvanna County in the central part of the U.S. state of Virginia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cunningham, Virginia
Target entity description: Cunningham, Virginia is an unincorporated rural community located in Fluvanna County in the central part of the U.S. state of Virginia.
  • A. Courtland, Virginia
    Courtland, Virginia is a small historic town in southeastern Virginia that serves as the administrative and commercial center of Southampton County.
  • B. Sutherland, Virginia
    Sutherland, Virginia is a small unincorporated community and census-designated place in south-central Virginia, known historically as a railroad stop and for its proximity to Civil War sites.
  • C. Brookneal, Virginia
    Brookneal, Virginia is a small incorporated town in south-central Virginia situated along the Staunton River and historically known as a local commercial and transportation hub.
  • D. Blackstone, Virginia
    Blackstone, Virginia is a small town in south-central Virginia known for its historic downtown, military ties, and role as a regional service and transportation hub.
  • E. Kenbridge, Virginia
    Kenbridge, Virginia is a small incorporated town in south-central Virginia that serves as one of the primary communities within rural Lunenburg County.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978bd5e081909e192f6aada5235f completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c62097c8190a52994d2806cb54a completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:17 a.m.