Triple
T6209485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frontenac Arch Biosphere Reserve |
E138828
|
entity |
| Predicate | hasManagementApproach |
P4839
|
FINISHED |
| Object | multi-stakeholder collaboration |
—
|
LITERAL FINISHED |
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: multi-stakeholder collaboration | Statement: [Frontenac Arch Biosphere Reserve, hasManagementApproach, multi-stakeholder collaboration]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasManagementApproach Context triple: [Frontenac Arch Biosphere Reserve, hasManagementApproach, multi-stakeholder collaboration]
-
A.
managementApproach
chosen
Indicates the strategy, methods, or style used to direct, organize, and oversee the activities or resources of an entity or process.
-
B.
hasManagementPlan
Indicates that an entity is associated with a defined management plan specifying how it should be overseen, maintained, or administered.
-
C.
hasManagement
Indicates that one entity exercises managerial authority or oversight over another entity.
-
D.
hasManagementGoal
Indicates that an entity is associated with a specific management objective or target it is intended to achieve or support.
-
E.
hasTypeOfManagement
Indicates that an entity is associated with or operates under a specified form or style of management.
- F. None of above.
Provenance (3 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_69c008ada364819096c9e92c74d639b5 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0628850bc819080a26c5e05a1d29f |
completed | March 22, 2026, 9:43 p.m. |
| PD | Predicate disambiguation | batch_69c055fdea3c81908f5d910f0d36234a |
completed | March 22, 2026, 8:50 p.m. |
Created at: March 22, 2026, 4:21 p.m.