Triple
T35537746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RIIO-ED2 |
E1026974
|
entity |
| Predicate | stakeholderEngagementRequirement |
P86851
|
FINISHED |
| Object | requires DNOs to engage with stakeholders in business planning |
—
|
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: requires DNOs to engage with stakeholders in business planning | Statement: [RIIO-ED2, stakeholderEngagementRequirement, requires DNOs to engage with stakeholders in business planning]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: stakeholderEngagementRequirement Context triple: [RIIO-ED2, stakeholderEngagementRequirement, requires DNOs to engage with stakeholders in business planning]
-
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.
requiresParticipationOf
chosen
Indicates that one entity’s occurrence, validity, or completion depends on the active involvement or participation of another entity.
-
D.
stakeholderIndustry
Indicates the industry or sector in which a stakeholder operates or is primarily involved.
-
E.
relatedRequirement
Indicates that one requirement has a defined relationship or dependency with another requirement.
- 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_69f76dff7e508190b28ceeee770dce23 |
completed | May 3, 2026, 3:47 p.m. |
| NER | Named-entity recognition | batch_69f79a54aa3c8190b2bb5d790b2d42d4 |
completed | May 3, 2026, 6:56 p.m. |
| PD | Predicate disambiguation | batch_69f7961970408190b669cc556e30a608 |
completed | May 3, 2026, 6:38 p.m. |
Created at: May 3, 2026, 4:04 p.m.