Triple

T4604936
Position Surface form Disambiguated ID Type / Status
Subject Talbotton, Georgia E100408 entity
Predicate hasHistoricDistrict P295 FINISHED
Object Talbotton Historic District
Talbotton Historic District is a nationally recognized area in Talbotton, Georgia, noted for its well-preserved 19th- and early 20th-century architecture and its reflection of the town’s historical development.
 E456033 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: Talbotton Historic District | Statement: [Talbotton, Georgia, hasHistoricDistrict, Talbotton Historic District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talbotton Historic District
Context triple: [Talbotton, Georgia, hasHistoricDistrict, Talbotton Historic District]
  • A. Monteith Historic District
    Monteith Historic District is a nationally recognized historic neighborhood in Albany, Oregon, known for its well-preserved 19th- and early 20th-century residential and commercial architecture.
  • B. 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.
  • C. Albion Historic District
    Albion Historic District is a historically significant mill village area in Lincoln, Rhode Island, known for its 19th-century industrial architecture and association with the Blackstone River textile industry.
  • D. West Overton Historic District
    West Overton Historic District is a preserved 19th-century rural industrial and agricultural village in Pennsylvania known for its historic buildings, distilling heritage, and connection to the Overholt family.
  • E. Hinton Historic District
    Hinton Historic District is a nationally recognized historic area in the city of Hinton, West Virginia, known for its well-preserved late 19th- and early 20th-century commercial and residential architecture tied to the region’s railroad and river 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: Talbotton Historic District
Triple: [Talbotton, Georgia, hasHistoricDistrict, Talbotton Historic District]
Generated description
Talbotton Historic District is a nationally recognized area in Talbotton, Georgia, noted for its well-preserved 19th- and early 20th-century architecture and its reflection of the town’s historical development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talbotton Historic District
Target entity description: Talbotton Historic District is a nationally recognized area in Talbotton, Georgia, noted for its well-preserved 19th- and early 20th-century architecture and its reflection of the town’s historical development.
  • A. Monteith Historic District
    Monteith Historic District is a nationally recognized historic neighborhood in Albany, Oregon, known for its well-preserved 19th- and early 20th-century residential and commercial architecture.
  • B. 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.
  • C. Albion Historic District
    Albion Historic District is a historically significant mill village area in Lincoln, Rhode Island, known for its 19th-century industrial architecture and association with the Blackstone River textile industry.
  • D. West Overton Historic District
    West Overton Historic District is a preserved 19th-century rural industrial and agricultural village in Pennsylvania known for its historic buildings, distilling heritage, and connection to the Overholt family.
  • E. Hinton Historic District
    Hinton Historic District is a nationally recognized historic area in the city of Hinton, West Virginia, known for its well-preserved late 19th- and early 20th-century commercial and residential architecture tied to the region’s railroad and river 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5999f9c88190a43309573df61159 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa6d24808190a4edc426b8b719cd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfbea628c81908f96e706d650ef9f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc97fc54819093e0cff18a40bde2 completed March 21, 2026, 2:04 a.m.
Created at: March 20, 2026, 1:12 p.m.