Triple

T11402706
Position Surface form Disambiguated ID Type / Status
Subject Reading, Ohio E270154 entity
Predicate hasNeighboringCommunity P4647 FINISHED
Object Amberley, Ohio
Amberley, Ohio is a small, affluent residential village in Hamilton County near Cincinnati, known for its wooded neighborhoods and suburban character.
E923808 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: Amberley, Ohio | Statement: [Reading, Ohio, hasNeighboringCommunity, Amberley, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amberley, Ohio
Context triple: [Reading, Ohio, hasNeighboringCommunity, Amberley, Ohio]
  • A. Amelia, Ohio
    Amelia, Ohio is a small village in Clermont County that functions as a residential community within the greater Cincinnati metropolitan area.
  • B. Woodmere, Ohio
    Woodmere, Ohio is a small suburban village in Cuyahoga County known for its upscale retail and commercial corridor along Chagrin Boulevard.
  • C. Sunbury, Ohio
    Sunbury, Ohio is a small village-turned-city in central Ohio known for its historic town square and growing suburban community northeast of Columbus.
  • D. Waverly, Ohio
    Waverly, Ohio is a small city in southern Ohio known as the hometown of the country rock band Pure Prairie League.
  • E. New London, Ohio
    New London, Ohio is a small village in Huron County known for its rural character and location in north-central 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: Amberley, Ohio
Triple: [Reading, Ohio, hasNeighboringCommunity, Amberley, Ohio]
Generated description
Amberley, Ohio is a small, affluent residential village in Hamilton County near Cincinnati, known for its wooded neighborhoods and suburban character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amberley, Ohio
Target entity description: Amberley, Ohio is a small, affluent residential village in Hamilton County near Cincinnati, known for its wooded neighborhoods and suburban character.
  • A. Amelia, Ohio
    Amelia, Ohio is a small village in Clermont County that functions as a residential community within the greater Cincinnati metropolitan area.
  • B. Woodmere, Ohio
    Woodmere, Ohio is a small suburban village in Cuyahoga County known for its upscale retail and commercial corridor along Chagrin Boulevard.
  • C. Sunbury, Ohio
    Sunbury, Ohio is a small village-turned-city in central Ohio known for its historic town square and growing suburban community northeast of Columbus.
  • D. Waverly, Ohio
    Waverly, Ohio is a small city in southern Ohio known as the hometown of the country rock band Pure Prairie League.
  • E. New London, Ohio
    New London, Ohio is a small village in Huron County known for its rural character and location in north-central 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d8014ab46881909fa1d425926c617b completed April 9, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58d244870819091e8331eb3bd792d completed April 20, 2026, 2:19 a.m.
NEDg Description generation batch_69e59777b1208190a33a50da286535ee completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3cf9d388190944340af484b3a54 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:34 p.m.