Triple

T3135609
Position Surface form Disambiguated ID Type / Status
Subject Toccoa, Georgia E65520 entity
Predicate hasHistoricDistrict P295 FINISHED
Object Toccoa Downtown Historic District
Toccoa Downtown Historic District is a preserved central business area in Toccoa, Georgia, known for its historic architecture and role as the city’s commercial and cultural hub.
 E328883 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: Toccoa Downtown Historic District | Statement: [Toccoa, Georgia, hasHistoricDistrict, Toccoa Downtown Historic District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toccoa Downtown Historic District
Context triple: [Toccoa, Georgia, hasHistoricDistrict, Toccoa Downtown Historic District]
  • A. Milledgeville Historic District
    The Milledgeville Historic District is a preserved area in Milledgeville, Georgia, known for its significant collection of 19th-century architecture and its role as a former state capital center.
  • B. Tipton Downtown Historic District
    Tipton Downtown Historic District is a historically significant commercial area in Tipton, Iowa, known for its preserved late-19th- and early-20th-century architecture that reflects the town’s development.
  • C. Warm Springs Historic District
    Warm Springs Historic District is a historically significant area in Georgia best known for its association with President Franklin D. Roosevelt and the therapeutic warm springs that drew him there.
  • D. Mine Hill Historic District
    Mine Hill Historic District is a preserved 19th-century iron-mining and industrial site in Roxbury, Connecticut, noted for its mine tunnels, furnace complex, and related historic structures.
  • E. Ocoee Street Historic District
    Ocoee Street Historic District is a historically significant residential area in Cleveland, Tennessee, known for its well-preserved late 19th- and early 20th-century architecture.
  • 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: Toccoa Downtown Historic District
Triple: [Toccoa, Georgia, hasHistoricDistrict, Toccoa Downtown Historic District]
Generated description
Toccoa Downtown Historic District is a preserved central business area in Toccoa, Georgia, known for its historic architecture and role as the city’s commercial and cultural hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toccoa Downtown Historic District
Target entity description: Toccoa Downtown Historic District is a preserved central business area in Toccoa, Georgia, known for its historic architecture and role as the city’s commercial and cultural hub.
  • A. Milledgeville Historic District
    The Milledgeville Historic District is a preserved area in Milledgeville, Georgia, known for its significant collection of 19th-century architecture and its role as a former state capital center.
  • B. Tipton Downtown Historic District
    Tipton Downtown Historic District is a historically significant commercial area in Tipton, Iowa, known for its preserved late-19th- and early-20th-century architecture that reflects the town’s development.
  • C. Warm Springs Historic District
    Warm Springs Historic District is a historically significant area in Georgia best known for its association with President Franklin D. Roosevelt and the therapeutic warm springs that drew him there.
  • D. Mine Hill Historic District
    Mine Hill Historic District is a preserved 19th-century iron-mining and industrial site in Roxbury, Connecticut, noted for its mine tunnels, furnace complex, and related historic structures.
  • E. Ocoee Street Historic District
    Ocoee Street Historic District is a historically significant residential area in Cleveland, Tennessee, known for its well-preserved late 19th- and early 20th-century architecture.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5637de0819089393429c4017298 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f8793488190aa31040edaf1d627 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2103d83688190b107ecbacac604c1 completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b210a290088190aaa10a015519e1de completed March 12, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:05 p.m.