Triple
T36541480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NCEA Change Programme |
E901033
|
entity |
| Predicate | hasStakeholderEngagement |
P65330
|
FINISHED |
| Object | consultation with educators |
—
|
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: consultation with educators | Statement: [NCEA Change Programme, hasStakeholderEngagement, consultation with educators]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasStakeholderEngagement Context triple: [NCEA Change Programme, hasStakeholderEngagement, consultation with educators]
-
A.
engagesStakeholdersFrom
Indicates that an entity actively involves or consults stakeholders originating from a specified source or context.
-
B.
hasStakeholder
Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
-
C.
hasSocialEngagement
Indicates that an entity participates in or maintains some form of social interaction, activity, or relationship with others.
-
D.
engagementOf
Indicates a relationship where an engagement, commitment, or formal involvement is associated with or attributed to a specific entity.
-
E.
includesEngagement
chosen
Indicates that one entity incorporates or involves another entity in an engagement, interaction, or participatory activity.
- 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_69f76e61217081908b79d610fe67b013 |
completed | May 3, 2026, 3:48 p.m. |
| NER | Named-entity recognition | batch_6a0049e40d60819081e3899d8d9fca51 |
completed | May 10, 2026, 9:03 a.m. |
| PD | Predicate disambiguation | batch_6a0048c47b548190ad31b2901cc3784a |
completed | May 10, 2026, 8:58 a.m. |
Created at: May 3, 2026, 4:11 p.m.