Triple
T5322472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cochrane District |
E121705
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Hearst, Ontario
Hearst, Ontario is a small bilingual (French-English) town in northern Ontario known for its forestry-based economy and strong Franco-Ontarian culture.
|
E518219
|
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: Hearst, Ontario | Statement: [Cochrane District, hasSettlement, Hearst, Ontario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hearst, Ontario Context triple: [Cochrane District, hasSettlement, Hearst, Ontario]
-
A.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
B.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
C.
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.
-
D.
Hillier, Ontario
Hillier, Ontario is a small rural community in Prince Edward County known for its wineries, vineyards, and agricultural landscape.
-
E.
Cressy, Ontario
Cressy, Ontario is a small rural community located at the eastern tip of Prince Edward County in southeastern Ontario, Canada.
- 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: Hearst, Ontario Triple: [Cochrane District, hasSettlement, Hearst, Ontario]
Generated description
Hearst, Ontario is a small bilingual (French-English) town in northern Ontario known for its forestry-based economy and strong Franco-Ontarian culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hearst, Ontario Target entity description: Hearst, Ontario is a small bilingual (French-English) town in northern Ontario known for its forestry-based economy and strong Franco-Ontarian culture.
-
A.
Hawkesbury, Ontario
Hawkesbury, Ontario is a small bilingual town on the Ottawa River known for its manufacturing history and position between Ottawa and Montreal.
-
B.
Galt, Ontario
Galt, Ontario was a historic town in southern Ontario that later became one of the constituent communities of the city of Cambridge.
-
C.
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.
-
D.
Hillier, Ontario
Hillier, Ontario is a small rural community in Prince Edward County known for its wineries, vineyards, and agricultural landscape.
-
E.
Cressy, Ontario
Cressy, Ontario is a small rural community located at the eastern tip of Prince Edward County in southeastern Ontario, Canada.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8577ba3881909a28cbf744648256 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3a8c43988190814e3b2cca509f15 |
completed | March 22, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69bf3b3a651c81908dc3a4ca76e0699d |
completed | March 22, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3b9a2f78819093ab11fddaed71c3 |
completed | March 22, 2026, 12:45 a.m. |
Created at: March 20, 2026, 1:59 p.m.