Triple

T2263957
Position Surface form Disambiguated ID Type / Status
Subject Louisville, Georgia E50100 entity
Predicate hasHistoricDistrict P295 FINISHED
Object Louisville Residential Historic District
The Louisville Residential Historic District is a historically significant neighborhood in Louisville, Georgia, known for its collection of well-preserved 19th- and early 20th-century homes that reflect a range of architectural styles.
 E253490 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: Louisville Residential Historic District | Statement: [Louisville, Georgia, hasHistoricDistrict, Louisville Residential Historic District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisville Residential Historic District
Context triple: [Louisville, Georgia, hasHistoricDistrict, Louisville Residential Historic District]
  • A. Louisville Commercial Historic District
    The Louisville Commercial Historic District is a preserved area in downtown Louisville, Georgia, known for its historic late-19th- and early-20th-century commercial buildings that reflect the town’s past as a regional trade center.
  • B. Lexington Residential Historic District
    The Lexington Residential Historic District is a historically significant neighborhood in Lexington, North Carolina, noted for its preserved residential architecture and representation of the city’s development over time.
  • C. Lexington Downtown Historic District
    The Lexington Downtown Historic District is a preserved area in the heart of Lexington, North Carolina, known for its concentration of historic commercial buildings that reflect the city’s development from the late 19th to mid-20th centuries.
  • D. Frankfort Commercial Historic District
    The Frankfort Commercial Historic District is a preserved area in downtown Frankfort, Kentucky, known for its concentration of historic commercial buildings that reflect the city’s 19th- and early 20th-century economic and architectural development.
  • E. Wheeling Historic District
    The Wheeling Historic District is a nationally recognized area in Wheeling, West Virginia, known for its well-preserved 19th- and early 20th-century architecture and its significance in the city’s commercial and transportation history.
  • 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: Louisville Residential Historic District
Triple: [Louisville, Georgia, hasHistoricDistrict, Louisville Residential Historic District]
Generated description
The Louisville Residential Historic District is a historically significant neighborhood in Louisville, Georgia, known for its collection of well-preserved 19th- and early 20th-century homes that reflect a range of architectural styles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisville Residential Historic District
Target entity description: The Louisville Residential Historic District is a historically significant neighborhood in Louisville, Georgia, known for its collection of well-preserved 19th- and early 20th-century homes that reflect a range of architectural styles.
  • A. Louisville Commercial Historic District
    The Louisville Commercial Historic District is a preserved area in downtown Louisville, Georgia, known for its historic late-19th- and early-20th-century commercial buildings that reflect the town’s past as a regional trade center.
  • B. Lexington Residential Historic District
    The Lexington Residential Historic District is a historically significant neighborhood in Lexington, North Carolina, noted for its preserved residential architecture and representation of the city’s development over time.
  • C. Lexington Downtown Historic District
    The Lexington Downtown Historic District is a preserved area in the heart of Lexington, North Carolina, known for its concentration of historic commercial buildings that reflect the city’s development from the late 19th to mid-20th centuries.
  • D. Frankfort Commercial Historic District
    The Frankfort Commercial Historic District is a preserved area in downtown Frankfort, Kentucky, known for its concentration of historic commercial buildings that reflect the city’s 19th- and early 20th-century economic and architectural development.
  • E. Wheeling Historic District
    The Wheeling Historic District is a nationally recognized area in Wheeling, West Virginia, known for its well-preserved 19th- and early 20th-century architecture and its significance in the city’s commercial and transportation history.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc18d7fc08190851765683d1b8092 completed March 7, 2026, 6:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f08f2b88190bba173acb132a160 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fd6e8608190b48f3a50ee62d664 completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae804b402c81909a5fc68c6ee3decb completed March 9, 2026, 8:09 a.m.
Created at: March 4, 2026, 7:48 p.m.