Triple

T2585546
Position Surface form Disambiguated ID Type / Status
Subject Amherst County, Virginia E57188 entity
Predicate contains P35 FINISHED
Object Madison Heights, Virginia
Madison Heights, Virginia is an unincorporated community and census-designated place in central Virginia located just across the James River from the city of Lynchburg.
E279572 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: Madison Heights, Virginia | Statement: [Amherst County, Virginia, contains, Madison Heights, Virginia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madison Heights, Virginia
Context triple: [Amherst County, Virginia, contains, Madison Heights, Virginia]
  • A. Lovettsville, Virginia
    Lovettsville, Virginia is a small historic town in northern Virginia near the Potomac River, known for its rural character and proximity to the Washington, D.C. metropolitan area.
  • B. Pinecrest, Virginia
    Pinecrest, Virginia is a residential community in Fairfax County’s Mason District, located in the suburban area just outside Washington, D.C.
  • C. Millwood, Virginia
    Millwood, Virginia is a small unincorporated village in Clarke County known for its historic estates and ties to prominent early American figures.
  • D. Round Hill, Virginia
    Round Hill, Virginia is a small historic town in western Loudoun County known as a gateway to the Blue Ridge Mountains and nearby outdoor recreation areas.
  • E. Brambleton, Virginia
    Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
  • 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: Madison Heights, Virginia
Triple: [Amherst County, Virginia, contains, Madison Heights, Virginia]
Generated description
Madison Heights, Virginia is an unincorporated community and census-designated place in central Virginia located just across the James River from the city of Lynchburg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madison Heights, Virginia
Target entity description: Madison Heights, Virginia is an unincorporated community and census-designated place in central Virginia located just across the James River from the city of Lynchburg.
  • A. Lovettsville, Virginia
    Lovettsville, Virginia is a small historic town in northern Virginia near the Potomac River, known for its rural character and proximity to the Washington, D.C. metropolitan area.
  • B. Pinecrest, Virginia
    Pinecrest, Virginia is a residential community in Fairfax County’s Mason District, located in the suburban area just outside Washington, D.C.
  • C. Millwood, Virginia
    Millwood, Virginia is a small unincorporated village in Clarke County known for its historic estates and ties to prominent early American figures.
  • D. Round Hill, Virginia
    Round Hill, Virginia is a small historic town in western Loudoun County known as a gateway to the Blue Ridge Mountains and nearby outdoor recreation areas.
  • E. Brambleton, Virginia
    Brambleton, Virginia is a master-planned suburban community in Loudoun County known for its residential neighborhoods, town center, and family-oriented amenities.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3cd07588190b3cb8cc348f12938 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af6581f6fc819099ea28ecbb0093d7 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af67bbd6048190aaa091e6ce8cdd23 completed March 10, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69af6839cd1c81909ef772cda4bd2f9c completed March 10, 2026, 12:39 a.m.
Created at: March 6, 2026, 9:49 p.m.