Triple

T5782341
Position Surface form Disambiguated ID Type / Status
Subject Fernald Feed Materials Production Center E128188 entity
Predicate locatedNear P294 FINISHED
Object Fernald, Ohio
Fernald, Ohio is a small community in southwestern Ohio best known as the site of a former uranium processing plant that played a significant role in the U.S. nuclear weapons program and later became a major environmental cleanup project.
E639609 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: Fernald, Ohio | Statement: [Fernald Feed Materials Production Center, locatedNear, Fernald, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fernald, Ohio
Context triple: [Fernald Feed Materials Production Center, locatedNear, Fernald, 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. Fairfield, Ohio
    Fairfield, Ohio is a suburban city in southwestern Ohio, near Cincinnati, known for its residential communities, parks, and commercial centers along the Great Miami River.
  • C. Wakeman, Ohio
    Wakeman, Ohio is a small village in northern Ohio known for its rural character and location within Huron County.
  • D. Fernwood, Ohio
    Fernwood, Ohio is the fictional small-town setting of the satirical 1970s television series "Mary Hartman, Mary Hartman."
  • E. Lockbourne, Ohio
    Lockbourne, Ohio is a small village in central Ohio that is part of the Columbus metropolitan area.
  • 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: Fernald, Ohio
Triple: [Fernald Feed Materials Production Center, locatedNear, Fernald, Ohio]
Generated description
Fernald, Ohio is a small community in southwestern Ohio best known as the site of a former uranium processing plant that played a significant role in the U.S. nuclear weapons program and later became a major environmental cleanup project.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fernald, Ohio
Target entity description: Fernald, Ohio is a small community in southwestern Ohio best known as the site of a former uranium processing plant that played a significant role in the U.S. nuclear weapons program and later became a major environmental cleanup project.
  • 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. Fairfield, Ohio
    Fairfield, Ohio is a suburban city in southwestern Ohio, near Cincinnati, known for its residential communities, parks, and commercial centers along the Great Miami River.
  • C. Wakeman, Ohio
    Wakeman, Ohio is a small village in northern Ohio known for its rural character and location within Huron County.
  • D. Fernwood, Ohio
    Fernwood, Ohio is the fictional small-town setting of the satirical 1970s television series "Mary Hartman, Mary Hartman."
  • E. Lockbourne, Ohio
    Lockbourne, Ohio is a small village in central Ohio that is part of the Columbus metropolitan area.
  • 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_69c0084450048190bc647b649a05136b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a17315881908aa12a830ba5f22b completed March 22, 2026, 5:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c787e303108190ab14b67c338b1377 completed March 28, 2026, 7:48 a.m.
NEDg Description generation batch_69c79052fe1c819093347b6053fd67c8 completed March 28, 2026, 8:24 a.m.
NED2 Entity disambiguation (via description) batch_69c7908572308190b651c358b0e88961 completed March 28, 2026, 8:25 a.m.
Created at: March 22, 2026, 3:50 p.m.