Triple

T5225173
Position Surface form Disambiguated ID Type / Status
Subject Greater Cleveland E117966 entity
Predicate hasCity P316 FINISHED
Object Bedford, Ohio
Bedford, Ohio is a small suburban city in Cuyahoga County that forms part of the Greater Cleveland metropolitan area.
E527088 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: Bedford, Ohio | Statement: [Greater Cleveland, hasCity, Bedford, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bedford, Ohio
Context triple: [Greater Cleveland, hasCity, Bedford, Ohio]
  • A. Fremont, Ohio
    Fremont, Ohio is a small city in northern Ohio best known as the longtime home and burial place of U.S. President Rutherford B. Hayes.
  • B. Bellevue, Ohio
    Bellevue, Ohio is a small city in north-central Ohio known for its railroad heritage and location spanning multiple counties.
  • C. Dublin, Ohio
    Dublin, Ohio is a suburban city northwest of Columbus known for its affluent neighborhoods, strong school system, and annual Dublin Irish Festival.
  • D. Brunswick, Ohio
    Brunswick, Ohio is a suburban city in Medina County that forms part of the Greater Cleveland metropolitan area.
  • E. Bryan, Ohio
    Bryan, Ohio is a small city in northwestern Ohio that serves as the county seat of Williams County.
  • 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: Bedford, Ohio
Triple: [Greater Cleveland, hasCity, Bedford, Ohio]
Generated description
Bedford, Ohio is a small suburban city in Cuyahoga County that forms part of the Greater Cleveland metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bedford, Ohio
Target entity description: Bedford, Ohio is a small suburban city in Cuyahoga County that forms part of the Greater Cleveland metropolitan area.
  • A. Fremont, Ohio
    Fremont, Ohio is a small city in northern Ohio best known as the longtime home and burial place of U.S. President Rutherford B. Hayes.
  • B. Bellevue, Ohio
    Bellevue, Ohio is a small city in north-central Ohio known for its railroad heritage and location spanning multiple counties.
  • C. Dublin, Ohio
    Dublin, Ohio is a suburban city northwest of Columbus known for its affluent neighborhoods, strong school system, and annual Dublin Irish Festival.
  • D. Brunswick, Ohio
    Brunswick, Ohio is a suburban city in Medina County that forms part of the Greater Cleveland metropolitan area.
  • E. Bryan, Ohio
    Bryan, Ohio is a small city in northwestern Ohio that serves as the county seat of Williams County.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7adb034c819086bf8a85fbf158f4 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfd43445348190b20942ce12d92357 completed March 22, 2026, 11:36 a.m.
NEDg Description generation batch_69bfd49dfdb88190a12f95e41c6437ca completed March 22, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69bfd660ec248190bec519e77e9e9a5c completed March 22, 2026, 11:45 a.m.
Created at: March 20, 2026, 1:48 p.m.