Triple

T6016601
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Ontario E133964 entity
Predicate hasCity P316 FINISHED
Object Listowel, Ontario
Listowel, Ontario is a small town in the municipality of North Perth known as a commercial and service hub for the surrounding rural area in southwestern Ontario, Canada.
E561274 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: Listowel, Ontario | Statement: [Southwestern Ontario, hasCity, Listowel, Ontario]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Listowel, Ontario
Context triple: [Southwestern Ontario, hasCity, Listowel, Ontario]
  • A. Penetanguishene, Ontario
    Penetanguishene, Ontario is a small historic town on the southern tip of Georgian Bay known for its waterfront, naval and military heritage, and bilingual (English/French) community.
  • B. Hawkesbury, Ontario
    Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
  • C. Rossmore, Ontario
    Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
  • D. Wawa, Ontario
    Wawa, Ontario is a small town in northern Ontario, Canada, known for its proximity to Lake Superior and its iconic giant Canada goose statue.
  • E. Norval, Ontario
    Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
  • 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: Listowel, Ontario
Triple: [Southwestern Ontario, hasCity, Listowel, Ontario]
Generated description
Listowel, Ontario is a small town in the municipality of North Perth known as a commercial and service hub for the surrounding rural area in southwestern Ontario, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Listowel, Ontario
Target entity description: Listowel, Ontario is a small town in the municipality of North Perth known as a commercial and service hub for the surrounding rural area in southwestern Ontario, Canada.
  • A. Penetanguishene, Ontario
    Penetanguishene, Ontario is a small historic town on the southern tip of Georgian Bay known for its waterfront, naval and military heritage, and bilingual (English/French) community.
  • B. Hawkesbury, Ontario
    Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
  • C. Rossmore, Ontario
    Rossmore, Ontario is a small community located in Prince Edward County in southeastern Ontario, Canada, known as a residential and service hub just south of Belleville.
  • D. Wawa, Ontario
    Wawa, Ontario is a small town in northern Ontario, Canada, known for its proximity to Lake Superior and its iconic giant Canada goose statue.
  • E. Norval, Ontario
    Norval, Ontario is a small historic village in Halton Hills known for its scenic setting along the Credit River and its association with artist Lucy Maud Montgomery.
  • 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_69c0087361a48190905c6b55969852b8 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f82dd688190ad8882d8fb547cb5 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108b2f09081908e94f1932aad6e58 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10ac9b2a881908da7a06816ce8a60 completed March 23, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69c10b7621448190957bf32cc1fb2a89 completed March 23, 2026, 9:44 a.m.
Created at: March 22, 2026, 4:06 p.m.