Triple

T1952681
Position Surface form Disambiguated ID Type / Status
Subject Erie County, Ohio E42193 entity
Predicate hasVillage P4011 FINISHED
Object Berlin Heights, Ohio
Berlin Heights, Ohio is a small village in northern Ohio known for its rural character and proximity to Lake Erie.
 E219193 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: Berlin Heights, Ohio | Statement: [Erie County, Ohio, hasVillage, Berlin Heights, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berlin Heights, Ohio
Context triple: [Erie County, Ohio, hasVillage, Berlin Heights, Ohio]
  • A. Greenhills, Ohio
    Greenhills, Ohio is a planned New Deal-era "greenbelt" community near Cincinnati, developed in the 1930s as a model suburban town with integrated green spaces and community facilities.
  • B. Huber Heights, Ohio
    Huber Heights, Ohio is a suburban city in the Dayton metropolitan area known for its residential communities and location within the Miami Valley region.
  • C. Englewood, Ohio
    Englewood, Ohio is a suburban city in Montgomery County that forms part of the Dayton metropolitan area in southwestern Ohio.
  • D. Xenia, Ohio
    Xenia, Ohio is a small city in southwestern Ohio known for its historic downtown, proximity to Dayton, and extensive network of bike trails.
  • E. Miamisburg, Ohio
    Miamisburg, Ohio is a suburban city in southwestern Ohio known for its historic downtown and proximity to Dayton in the Miami Valley region.
  • 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: Berlin Heights, Ohio
Triple: [Erie County, Ohio, hasVillage, Berlin Heights, Ohio]
Generated description
Berlin Heights, Ohio is a small village in northern Ohio known for its rural character and proximity to Lake Erie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berlin Heights, Ohio
Target entity description: Berlin Heights, Ohio is a small village in northern Ohio known for its rural character and proximity to Lake Erie.
  • A. Greenhills, Ohio
    Greenhills, Ohio is a planned New Deal-era "greenbelt" community near Cincinnati, developed in the 1930s as a model suburban town with integrated green spaces and community facilities.
  • B. Huber Heights, Ohio
    Huber Heights, Ohio is a suburban city in the Dayton metropolitan area known for its residential communities and location within the Miami Valley region.
  • C. Englewood, Ohio
    Englewood, Ohio is a suburban city in Montgomery County that forms part of the Dayton metropolitan area in southwestern Ohio.
  • D. Xenia, Ohio
    Xenia, Ohio is a small city in southwestern Ohio known for its historic downtown, proximity to Dayton, and extensive network of bike trails.
  • E. Miamisburg, Ohio
    Miamisburg, Ohio is a suburban city in southwestern Ohio known for its historic downtown and proximity to Dayton in the Miami Valley region.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3501d108190bc5cb23f53db4411 completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc611fc8190b2f512c744cbc364 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc8efb0c81908bce5a4a13359801 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfd8115d481909716e11b943cbf61 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.