Triple

T2300785
Position Surface form Disambiguated ID Type / Status
Subject Fairfield County, Ohio E51724 entity
Predicate hasVillage P4011 FINISHED
Object Thurston, Ohio
Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
E388400 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: Thurston, Ohio | Statement: [Fairfield County, Ohio, hasVillage, Thurston, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thurston, Ohio
Context triple: [Fairfield County, Ohio, hasVillage, Thurston, Ohio]
  • A. New London, Ohio
    New London, Ohio is a small village in Huron County known for its rural character and location in north-central Ohio.
  • B. Townsend, Ohio
    Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
  • C. Hudson, Ohio
    Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
  • D. Wakeman, Ohio
    Wakeman, Ohio is a small village in northern Ohio known for its rural character and location within Huron County.
  • E. Ruggles, Ohio
    Ruggles, Ohio is a small unincorporated community located in rural Huron County in the U.S. state of Ohio.
  • 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: Thurston, Ohio
Triple: [Fairfield County, Ohio, hasVillage, Thurston, Ohio]
Generated description
Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thurston, Ohio
Target entity description: Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
  • A. New London, Ohio
    New London, Ohio is a small village in Huron County known for its rural character and location in north-central Ohio.
  • B. Townsend, Ohio
    Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
  • C. Hudson, Ohio
    Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
  • D. Wakeman, Ohio
    Wakeman, Ohio is a small village in northern Ohio known for its rural character and location within Huron County.
  • E. Ruggles, Ohio
    Ruggles, Ohio is a small unincorporated community located in rural Huron County in the U.S. state of Ohio.
  • 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_69a88b0a9f248190bcff941463d8f65a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5edc1348190a4d84606b1310711 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69b4f00a71a881908790c9fccca51a62 completed March 14, 2026, 5:20 a.m.
NEDg Description generation batch_69b4f19d0f7c8190a32714cbe3b9fa76 completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f1ecdd788190aebea36578923fad completed March 14, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:49 p.m.