Triple

T5296185
Position Surface form Disambiguated ID Type / Status
Subject Mahoning County, Ohio E119860 entity
Predicate contains P35 FINISHED
Object Struthers, Ohio
Struthers, Ohio is a small industrial city in northeastern Ohio, located near Youngstown in the Mahoning Valley.
 E527451 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: Struthers, Ohio | Statement: [Mahoning County, Ohio, contains, Struthers, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Struthers, Ohio
Context triple: [Mahoning County, Ohio, contains, Struthers, Ohio]
  • A. Thurston, Ohio
    Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
  • B. Boardman, Ohio
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern Ohio.
  • C. Norwood, Ohio
    Norwood, Ohio is a small independent city surrounded by Cincinnati that was historically known for its major General Motors automobile assembly plant.
  • D. Ruggles, Ohio
    Ruggles, Ohio is a small unincorporated community located in rural Huron County in the U.S. state of Ohio.
  • E. Niles, Ohio
    Niles, Ohio is a small industrial city in northeastern Ohio best known as the birthplace of U.S. President William McKinley.
  • 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: Struthers, Ohio
Triple: [Mahoning County, Ohio, contains, Struthers, Ohio]
Generated description
Struthers, Ohio is a small industrial city in northeastern Ohio, located near Youngstown in the Mahoning Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Struthers, Ohio
Target entity description: Struthers, Ohio is a small industrial city in northeastern Ohio, located near Youngstown in the Mahoning Valley.
  • A. Thurston, Ohio
    Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
  • B. Boardman, Ohio
    Boardman, Ohio is a large suburban community and commercial hub near Youngstown in northeastern Ohio.
  • C. Norwood, Ohio
    Norwood, Ohio is a small independent city surrounded by Cincinnati that was historically known for its major General Motors automobile assembly plant.
  • D. Ruggles, Ohio
    Ruggles, Ohio is a small unincorporated community located in rural Huron County in the U.S. state of Ohio.
  • E. Niles, Ohio
    Niles, Ohio is a small industrial city in northeastern Ohio best known as the birthplace of U.S. President William McKinley.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8503cf908190b1f93fb10a33c49c completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfe8ba08f88190a0b10b7a0a05b98c completed March 22, 2026, 1:03 p.m.
NEDg Description generation batch_69bfe976879c8190b0a9b1d44dc6f5c1 completed March 22, 2026, 1:07 p.m.
NED2 Entity disambiguation (via description) batch_69bfea063f20819098d3b6fd7ed78839 completed March 22, 2026, 1:09 p.m.
Created at: March 20, 2026, 1:53 p.m.