Triple

T15546789
Position Surface form Disambiguated ID Type / Status
Subject Geauga County, Ohio E370628 entity
Predicate hasMajorCommunity P2321 FINISHED
Object Middlefield, Ohio
Middlefield, Ohio is a village in northeastern Ohio known for its large Amish community and role as a commercial center in Geauga County.
E1178714 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: Middlefield, Ohio | Statement: [Geauga County, Ohio, hasMajorCommunity, Middlefield, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middlefield, Ohio
Context triple: [Geauga County, Ohio, hasMajorCommunity, Middlefield, Ohio]
  • A. Middletown, Ohio
    Middletown, Ohio is an industrial city in southwestern Ohio along the Great Miami River, historically known for its steel production and role in the broader Dayton–Cincinnati metropolitan region.
  • B. New Middletown, Ohio
    New Middletown, Ohio is a small village in northeastern Ohio that functions largely as a residential community within the Youngstown metropolitan area.
  • C. Germantown, Ohio
    Germantown, Ohio is a small historic village in southwestern Ohio known for its well-preserved 19th-century architecture and German heritage.
  • D. Ridgefield, Ohio
    Ridgefield, Ohio is a small community located in Huron County in the northern part of the U.S. state of Ohio.
  • E. Milford, Ohio
    Milford, Ohio is a small suburban city in southwestern Ohio known for its historic downtown, access to outdoor recreation along the Little Miami River, and role as a residential community near the Cincinnati metropolitan area.
  • 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: Middlefield, Ohio
Triple: [Geauga County, Ohio, hasMajorCommunity, Middlefield, Ohio]
Generated description
Middlefield, Ohio is a village in northeastern Ohio known for its large Amish community and role as a commercial center in Geauga County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middlefield, Ohio
Target entity description: Middlefield, Ohio is a village in northeastern Ohio known for its large Amish community and role as a commercial center in Geauga County.
  • A. Middletown, Ohio
    Middletown, Ohio is an industrial city in southwestern Ohio along the Great Miami River, historically known for its steel production and role in the broader Dayton–Cincinnati metropolitan region.
  • B. New Middletown, Ohio
    New Middletown, Ohio is a small village in northeastern Ohio that functions largely as a residential community within the Youngstown metropolitan area.
  • C. Germantown, Ohio
    Germantown, Ohio is a small historic village in southwestern Ohio known for its well-preserved 19th-century architecture and German heritage.
  • D. Ridgefield, Ohio
    Ridgefield, Ohio is a small community located in Huron County in the northern part of the U.S. state of Ohio.
  • E. Milford, Ohio
    Milford, Ohio is a small suburban city in southwestern Ohio known for its historic downtown, access to outdoor recreation along the Little Miami River, and role as a residential community near the Cincinnati metropolitan area.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a9073948190b6e9cf504aacc7cf completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff997b9c9081908f6a68e28a50a359 completed May 9, 2026, 8:30 p.m.
NEDg Description generation batch_69ff9c2301f88190bb5a922d8b594b4c completed May 9, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69ff9c80c380819084be5eb59cd49bd9 completed May 9, 2026, 8:43 p.m.
Created at: April 10, 2026, 4:08 a.m.