Triple

T9509177
Position Surface form Disambiguated ID Type / Status
Subject Sandusky County, Ohio E229346 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Ballville, Ohio
Ballville, Ohio is an unincorporated community in Sandusky County known primarily as a small residential area near the city of Fremont.
E805572 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: Ballville, Ohio | Statement: [Sandusky County, Ohio, hasUnincorporatedCommunity, Ballville, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballville, Ohio
Context triple: [Sandusky County, Ohio, hasUnincorporatedCommunity, Ballville, Ohio]
  • A. Bloomingville, Ohio
    Bloomingville, Ohio is an unincorporated community located in Huron County in the northern part of the state.
  • B. Germantown, Ohio
    Germantown, Ohio is a small historic village in southwestern Ohio known for its well-preserved 19th-century architecture and German heritage.
  • C. Fitchville, Ohio
    Fitchville, Ohio is an unincorporated rural community in Huron County best known historically for the tragic 1963 Golden Age Nursing Home fire.
  • D. Limaville, Ohio
    Limaville, Ohio is a small unincorporated community and census-designated place located in northeastern Ohio within Stark County.
  • E. Riverside, Ohio
    Riverside, Ohio is a suburban city in Montgomery County that forms part of the Dayton metropolitan area in southwestern 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: Ballville, Ohio
Triple: [Sandusky County, Ohio, hasUnincorporatedCommunity, Ballville, Ohio]
Generated description
Ballville, Ohio is an unincorporated community in Sandusky County known primarily as a small residential area near the city of Fremont.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballville, Ohio
Target entity description: Ballville, Ohio is an unincorporated community in Sandusky County known primarily as a small residential area near the city of Fremont.
  • A. Bloomingville, Ohio
    Bloomingville, Ohio is an unincorporated community located in Huron County in the northern part of the state.
  • B. Germantown, Ohio
    Germantown, Ohio is a small historic village in southwestern Ohio known for its well-preserved 19th-century architecture and German heritage.
  • C. Fitchville, Ohio
    Fitchville, Ohio is an unincorporated rural community in Huron County best known historically for the tragic 1963 Golden Age Nursing Home fire.
  • D. Limaville, Ohio
    Limaville, Ohio is a small unincorporated community and census-designated place located in northeastern Ohio within Stark County.
  • E. Riverside, Ohio
    Riverside, Ohio is a suburban city in Montgomery County that forms part of the Dayton metropolitan area in southwestern 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9857058881909e0a40e2024a7b4c completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c1092bc8190917d71e2b6f62c25 completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14d44b7f08190b66fecb315b37535 completed April 4, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69d14e0823e881908ed723d20f14789b completed April 4, 2026, 5:44 p.m.
Created at: March 30, 2026, 7:58 p.m.