Triple

T2300771
Position Surface form Disambiguated ID Type / Status
Subject Fairfield County, Ohio E51724 entity
Predicate borderedBy P224 FINISHED
Object Licking County, Ohio
Licking County, Ohio is a county in central Ohio known for its mix of suburban communities, rural farmland, and the city of Newark as its county seat.
 E323218 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: Licking County, Ohio | Statement: [Fairfield County, Ohio, borderedBy, Licking County, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Licking County, Ohio
Context triple: [Fairfield County, Ohio, borderedBy, Licking County, Ohio]
  • A. Clermont County, Ohio
    Clermont County, Ohio is a suburban and rural county in southwestern Ohio, east of Cincinnati, known for its Ohio River frontage and growing residential communities.
  • B. Butler County, Ohio
    Butler County, Ohio is a populous county in southwestern Ohio that includes cities such as Hamilton and Middletown and is part of the greater Cincinnati metropolitan area.
  • C. Muskingum County, Ohio
    Muskingum County, Ohio is a county in eastern Ohio known historically for its early 19th-century settlement and as the birthplace of prominent American politician Thomas A. Hendricks.
  • D. Franklin County, Ohio
    Franklin County, Ohio is a populous central Ohio county that includes and is administratively centered on the state capital, Columbus.
  • E. Warren County, Ohio
    Warren County, Ohio is a rapidly growing county in southwestern Ohio known for its suburban communities, historic towns like Lebanon, and major attractions such as Kings Island amusement park.
  • 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: Licking County, Ohio
Triple: [Fairfield County, Ohio, borderedBy, Licking County, Ohio]
Generated description
Licking County, Ohio is a county in central Ohio known for its mix of suburban communities, rural farmland, and the city of Newark as its county seat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Licking County, Ohio
Target entity description: Licking County, Ohio is a county in central Ohio known for its mix of suburban communities, rural farmland, and the city of Newark as its county seat.
  • A. Clermont County, Ohio
    Clermont County, Ohio is a suburban and rural county in southwestern Ohio, east of Cincinnati, known for its Ohio River frontage and growing residential communities.
  • B. Butler County, Ohio
    Butler County, Ohio is a populous county in southwestern Ohio that includes cities such as Hamilton and Middletown and is part of the greater Cincinnati metropolitan area.
  • C. Muskingum County, Ohio
    Muskingum County, Ohio is a county in eastern Ohio known historically for its early 19th-century settlement and as the birthplace of prominent American politician Thomas A. Hendricks.
  • D. Franklin County, Ohio
    Franklin County, Ohio is a populous central Ohio county that includes and is administratively centered on the state capital, Columbus.
  • E. Warren County, Ohio
    Warren County, Ohio is a rapidly growing county in southwestern Ohio known for its suburban communities, historic towns like Lebanon, and major attractions such as Kings Island amusement park.
  • 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_69b1eec6df94819099ee129cc6199935 completed March 11, 2026, 10:37 p.m.
NEDg Description generation batch_69b1ef814d30819082b6716355e384e0 completed March 11, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69b1f1990be08190bfa83c08323c5d40 completed March 11, 2026, 10:50 p.m.
Created at: March 4, 2026, 7:49 p.m.