Triple

T19335413
Position Surface form Disambiguated ID Type / Status
Subject Brownhelm Township E483609 entity
Predicate borderedBy P224 FINISHED
Object Amherst Township, Lorain County, Ohio
Amherst Township, Lorain County, Ohio is a civil township in northern Ohio that forms part of the suburban and rural area surrounding the city of Lorain along Lake Erie.
 E1370640 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: Amherst Township, Lorain County, Ohio | Statement: [Brownhelm Township, borderedBy, Amherst Township, Lorain County, Ohio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amherst Township, Lorain County, Ohio
Context triple: [Brownhelm Township, borderedBy, Amherst Township, Lorain County, Ohio]
  • A. Ames Township, Athens County, Ohio
    Ames Township, Athens County, Ohio is a rural civil township in southeastern Ohio known for its small communities and location within the Appalachian region.
  • B. Green Township, Hamilton County, Ohio
    Green Township, Hamilton County, Ohio is a suburban township located west of Cincinnati, known for its residential communities, parks, and part of the Greater Cincinnati metropolitan area.
  • C. Washington Township, Lucas County, Ohio
    Washington Township, Lucas County, Ohio is a small civil township in northwestern Ohio that forms part of the Toledo metropolitan area.
  • D. Oxford Township, Erie County, Ohio
    Oxford Township, Erie County, Ohio is a rural civil township located in north-central Ohio along the shores of Lake Erie.
  • E. Madison Township, Lake County, Ohio
    Madison Township, Lake County, Ohio is a civil township in northeastern Ohio known for its Lake Erie shoreline, residential communities, and mix of rural and suburban character.
  • 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: Amherst Township, Lorain County, Ohio
Triple: [Brownhelm Township, borderedBy, Amherst Township, Lorain County, Ohio]
Generated description
Amherst Township, Lorain County, Ohio is a civil township in northern Ohio that forms part of the suburban and rural area surrounding the city of Lorain along Lake Erie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amherst Township, Lorain County, Ohio
Target entity description: Amherst Township, Lorain County, Ohio is a civil township in northern Ohio that forms part of the suburban and rural area surrounding the city of Lorain along Lake Erie.
  • A. Ames Township, Athens County, Ohio
    Ames Township, Athens County, Ohio is a rural civil township in southeastern Ohio known for its small communities and location within the Appalachian region.
  • B. Green Township, Hamilton County, Ohio
    Green Township, Hamilton County, Ohio is a suburban township located west of Cincinnati, known for its residential communities, parks, and part of the Greater Cincinnati metropolitan area.
  • C. Washington Township, Lucas County, Ohio
    Washington Township, Lucas County, Ohio is a small civil township in northwestern Ohio that forms part of the Toledo metropolitan area.
  • D. Oxford Township, Erie County, Ohio
    Oxford Township, Erie County, Ohio is a rural civil township located in north-central Ohio along the shores of Lake Erie.
  • E. Madison Township, Lake County, Ohio
    Madison Township, Lake County, Ohio is a civil township in northeastern Ohio known for its Lake Erie shoreline, residential communities, and mix of rural and suburban character.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e61644b80c819080f9bca086424a36 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071be4ca388190986a61eb535df4bd completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071ca19f308190ac9072c5a8d3b665 completed May 15, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a071de35b9081908d1b6e797cbe69ce completed May 15, 2026, 1:21 p.m.
Created at: April 10, 2026, 1:33 p.m.