Triple

T5691702
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Ohio E125440 entity
Predicate hasCity P316 FINISHED
Object Monroe, Ohio
Monroe, Ohio is a small city in Butler and Warren counties known for its suburban character and location between Cincinnati and Dayton in southwestern Ohio.
E619457 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: Monroe, Ohio | Statement: [Southwestern Ohio, hasCity, Monroe, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monroe, Ohio
Context triple: [Southwestern Ohio, hasCity, Monroe, Ohio]
  • A. Montgomery, Ohio
    Montgomery, Ohio is a suburban city in Hamilton County near Cincinnati, known for its historic charm, affluent residential character, and well-regarded schools.
  • B. Havana, Ohio
    Havana, Ohio is a small unincorporated community located in Huron County in north-central Ohio.
  • C. Jefferson, Ohio
    Jefferson, Ohio is a small village in Ashtabula County best known as the longtime home and final residence of influential 19th-century U.S. senator and Radical Republican leader Benjamin Wade.
  • D. Hudson, Ohio
    Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
  • E. Boardman, Ohio
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern 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: Monroe, Ohio
Triple: [Southwestern Ohio, hasCity, Monroe, Ohio]
Generated description
Monroe, Ohio is a small city in Butler and Warren counties known for its suburban character and location between Cincinnati and Dayton in southwestern Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monroe, Ohio
Target entity description: Monroe, Ohio is a small city in Butler and Warren counties known for its suburban character and location between Cincinnati and Dayton in southwestern Ohio.
  • A. Montgomery, Ohio
    Montgomery, Ohio is a suburban city in Hamilton County near Cincinnati, known for its historic charm, affluent residential character, and well-regarded schools.
  • B. Havana, Ohio
    Havana, Ohio is a small unincorporated community located in Huron County in north-central Ohio.
  • C. Jefferson, Ohio
    Jefferson, Ohio is a small village in Ashtabula County best known as the longtime home and final residence of influential 19th-century U.S. senator and Radical Republican leader Benjamin Wade.
  • D. Hudson, Ohio
    Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
  • E. Boardman, Ohio
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e500ec8190bfda4f6a818aa5dc completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a548f8081909e347a1c7cd4e9fc completed March 28, 2026, 12:01 a.m.
NEDg Description generation batch_69c71afc2e9081909bd633d353a2c487 completed March 28, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69c71b5b9b64819089aae86b0b52665c completed March 28, 2026, 12:05 a.m.
Created at: March 22, 2026, 3:44 p.m.