Triple

T21352022
Position Surface form Disambiguated ID Type / Status
Subject Trumbull County, Ohio E526507 entity
Predicate containsTownship P847 FINISHED
Object Weathersfield Township, Ohio
Weathersfield Township, Ohio is a civil township in northeastern Ohio known as part of the Youngstown–Warren metropolitan area within Trumbull County.
E1493000 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: Weathersfield Township, Ohio | Statement: [Trumbull County, Ohio, containsTownship, Weathersfield Township, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Weathersfield Township, Ohio
Context triple: [Trumbull County, Ohio, containsTownship, Weathersfield Township, Ohio]
  • A. Westfield Township, Ohio
    Westfield Township, Ohio is a civil township located in Medina County in the U.S. state of Ohio, characterized by its rural residential communities and local governance structure.
  • B. Kingston Township, Ohio
    Kingston Township, Ohio is a rural community in Pickaway County best known as the birthplace of Union Civil War General William Rosecrans.
  • C. Sycamore Township, Ohio
    Sycamore Township, Ohio is a suburban community in Hamilton County near Cincinnati, known for its residential neighborhoods, retail centers, and proximity to cities like Blue Ash.
  • D. Howland Township, Ohio
    Howland Township, Ohio is a suburban community in northeastern Ohio known for its residential neighborhoods, schools, and proximity to the city of Warren.
  • E. Parkman Township, Ohio
    Parkman Township, Ohio is a rural township located in Geauga County known for its small-community character within 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: Weathersfield Township, Ohio
Triple: [Trumbull County, Ohio, containsTownship, Weathersfield Township, Ohio]
Generated description
Weathersfield Township, Ohio is a civil township in northeastern Ohio known as part of the Youngstown–Warren metropolitan area within Trumbull County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Weathersfield Township, Ohio
Target entity description: Weathersfield Township, Ohio is a civil township in northeastern Ohio known as part of the Youngstown–Warren metropolitan area within Trumbull County.
  • A. Westfield Township, Ohio
    Westfield Township, Ohio is a civil township located in Medina County in the U.S. state of Ohio, characterized by its rural residential communities and local governance structure.
  • B. Kingston Township, Ohio
    Kingston Township, Ohio is a rural community in Pickaway County best known as the birthplace of Union Civil War General William Rosecrans.
  • C. Sycamore Township, Ohio
    Sycamore Township, Ohio is a suburban community in Hamilton County near Cincinnati, known for its residential neighborhoods, retail centers, and proximity to cities like Blue Ash.
  • D. Howland Township, Ohio
    Howland Township, Ohio is a suburban community in northeastern Ohio known for its residential neighborhoods, schools, and proximity to the city of Warren.
  • E. Parkman Township, Ohio
    Parkman Township, Ohio is a rural township located in Geauga County known for its small-community character within 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_69e0b51cd5cc81909ac1187971e8a8ad completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8ad33b3388190b9bc8dd5343e5a86 completed April 22, 2026, 11:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd1ea2588190bab3aa7c82dddc1a completed May 17, 2026, 5:38 p.m.
NEDg Description generation batch_6a09fe51add4819099fc844931839dea completed May 17, 2026, 5:43 p.m.
NED2 Entity disambiguation (via description) batch_6a09fef4abe48190b6eac6d14aadd110 completed May 17, 2026, 5:46 p.m.
Created at: April 16, 2026, 5:04 p.m.