Triple

T5296189
Position Surface form Disambiguated ID Type / Status
Subject Mahoning County, Ohio E119860 entity
Predicate contains P35 FINISHED
Object Lowellville, Ohio
Lowellville, Ohio is a small village in northeastern Ohio that lies within the Youngstown metropolitan area and has historically been tied to the region’s steel and manufacturing industries.
 E524819 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: Lowellville, Ohio | Statement: [Mahoning County, Ohio, contains, Lowellville, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lowellville, Ohio
Context triple: [Mahoning County, Ohio, contains, Lowellville, Ohio]
  • A. Fitchville, Ohio
    Fitchville, Ohio is an unincorporated rural community in Huron County best known historically for the tragic 1963 Golden Age Nursing Home fire.
  • B. Bloomingville, Ohio
    Bloomingville, Ohio is an unincorporated community located in Huron County in the northern part of the state.
  • C. Limaville, Ohio
    Limaville, Ohio is a small unincorporated community and census-designated place located in northeastern Ohio within Stark County.
  • D. Valleyview, Ohio
    Valleyview, Ohio is a small village located within the Columbus metropolitan area in Franklin County.
  • E. Whitehall, Ohio
    Whitehall, Ohio is a small suburban city in central Ohio that functions as an inner-ring suburb of Columbus.
  • 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: Lowellville, Ohio
Triple: [Mahoning County, Ohio, contains, Lowellville, Ohio]
Generated description
Lowellville, Ohio is a small village in northeastern Ohio that lies within the Youngstown metropolitan area and has historically been tied to the region’s steel and manufacturing industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lowellville, Ohio
Target entity description: Lowellville, Ohio is a small village in northeastern Ohio that lies within the Youngstown metropolitan area and has historically been tied to the region’s steel and manufacturing industries.
  • A. Fitchville, Ohio
    Fitchville, Ohio is an unincorporated rural community in Huron County best known historically for the tragic 1963 Golden Age Nursing Home fire.
  • B. Bloomingville, Ohio
    Bloomingville, Ohio is an unincorporated community located in Huron County in the northern part of the state.
  • C. Limaville, Ohio
    Limaville, Ohio is a small unincorporated community and census-designated place located in northeastern Ohio within Stark County.
  • D. Valleyview, Ohio
    Valleyview, Ohio is a small village located within the Columbus metropolitan area in Franklin County.
  • E. Whitehall, Ohio
    Whitehall, Ohio is a small suburban city in central Ohio that functions as an inner-ring suburb of Columbus.
  • 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_69bf7fd0a2c48190ba0c2e3259c3691f completed March 22, 2026, 5:36 a.m.
NEDg Description generation batch_69bf80e2f34081909bcc695e1b91e3ef completed March 22, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_69bf813985d881908801f1eee573c220 completed March 22, 2026, 5:42 a.m.
Created at: March 20, 2026, 1:53 p.m.