Triple

T6238439
Position Surface form Disambiguated ID Type / Status
Subject Youngstown–Warren–Boardman metropolitan area E139533 entity
Predicate containsTownship P847 FINISHED
Object Boardman Township, Ohio
Boardman Township, Ohio is a large suburban community in Mahoning County that serves as a major residential and commercial hub just south of Youngstown.
 E527340 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: Boardman Township, Ohio | Statement: [Youngstown–Warren–Boardman metropolitan area, containsTownship, Boardman Township, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boardman Township, Ohio
Context triple: [Youngstown–Warren–Boardman metropolitan area, containsTownship, Boardman Township, Ohio]
  • A. Sylvania Township, Ohio
    Sylvania Township, Ohio is a suburban township in Lucas County that surrounds and borders the city of Sylvania near Toledo.
  • B. Boardman, Ohio
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern Ohio.
  • C. Townsend, Ohio
    Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
  • D. Elyria Township
    Elyria Township is a civil township located in Lorain County in northern Ohio, forming part of the Greater Cleveland metropolitan area.
  • 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: Boardman Township, Ohio
Triple: [Youngstown–Warren–Boardman metropolitan area, containsTownship, Boardman Township, Ohio]
Generated description
Boardman Township, Ohio is a large suburban community in Mahoning County that serves as a major residential and commercial hub just south of Youngstown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boardman Township, Ohio
Target entity description: Boardman Township, Ohio is a large suburban community in Mahoning County that serves as a major residential and commercial hub just south of Youngstown.
  • A. Sylvania Township, Ohio
    Sylvania Township, Ohio is a suburban township in Lucas County that surrounds and borders the city of Sylvania near Toledo.
  • B. Boardman, Ohio chosen
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern Ohio.
  • C. Townsend, Ohio
    Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
  • D. Elyria Township
    Elyria Township is a civil township located in Lorain County in northern Ohio, forming part of the Greater Cleveland metropolitan area.
  • 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.

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_69c008b0e7ac8190808a59573ee646f3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0630373088190a9d4b1f7e442c129 completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e01845081909c54fe938600be3e completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c215ff293c8190a79dd9246c38880d completed March 24, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c2167ef4748190bebcf28468a696bc completed March 24, 2026, 4:43 a.m.
Created at: March 22, 2026, 4:23 p.m.