Triple
T23279626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Civil Engineering, University of Manitoba |
E588821
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Engineers Geoscientists Manitoba |
—
|
NE NERFINISHED |
How this triple was built (2 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: Engineers Geoscientists Manitoba | Statement: [Department of Civil Engineering, University of Manitoba, affiliation, Engineers Geoscientists Manitoba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Engineers Geoscientists Manitoba Context triple: [Department of Civil Engineering, University of Manitoba, affiliation, Engineers Geoscientists Manitoba]
-
A.
Engineers Geoscientists Manitoba
chosen
Engineers Geoscientists Manitoba is the regulatory and licensing body for professional engineers and geoscientists in the province of Manitoba, Canada.
-
B.
Association of Professional Engineers and Geoscientists of Saskatchewan
The Association of Professional Engineers and Geoscientists of Saskatchewan is the provincial regulatory and licensing body that governs the practice of engineering and geoscience in Saskatchewan, Canada.
-
C.
Engineers and Geoscientists BC
Engineers and Geoscientists BC is the regulatory and licensing body that oversees the practice of professional engineering and geoscience in the province of British Columbia, Canada.
-
D.
Association of Professional Engineers and Geoscientists of Alberta
The Association of Professional Engineers and Geoscientists of Alberta is the provincial regulatory body that licenses and governs the practice of engineering and geoscience in Alberta, Canada.
-
E.
Engineers Canada
Engineers Canada is the national organization that represents and supports the provincial and territorial engineering regulators in Canada, promoting consistent high standards for the engineering profession and the accreditation of engineering education programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196419eac819081d0beb5767046dc |
completed | April 29, 2026, 5:25 a.m. |
Created at: April 17, 2026, 4:50 p.m.