Triple
T31688166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | French in Morocco |
E808715
|
entity |
| Predicate | educationReformImpact |
P10669
|
FINISHED |
| Object | affected by periodic reforms of language of instruction in Morocco |
—
|
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: affected by periodic reforms of language of instruction in Morocco | Statement: [French in Morocco, educationReformImpact, affected by periodic reforms of language of instruction in Morocco]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: educationReformImpact Context triple: [French in Morocco, educationReformImpact, affected by periodic reforms of language of instruction in Morocco]
-
A.
educationalImpact
chosen
Indicates the effect or influence that one entity has on the learning, knowledge, or educational outcomes of another.
-
B.
educationPolicy
Indicates a relationship where an authority or entity establishes, governs, or influences rules, strategies, or frameworks guiding an education system or educational practices.
-
C.
educationIssue
Indicates that there is a problem, challenge, or concern related to education affecting the entities involved.
-
D.
educationRight
Indicates that an entity holds a right or entitlement to receive education or educational opportunities.
-
E.
educationInitiative
Indicates a relationship where an entity plans, supports, or carries out a program or action aimed at improving or promoting education.
- 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_69f348ddcbc48190950cabcc25ff29b3 |
completed | April 30, 2026, 12:19 p.m. |
| NER | Named-entity recognition | batch_69f6ffbad8848190867c2988c0ceb84f |
completed | May 3, 2026, 7:56 a.m. |
| PD | Predicate disambiguation | batch_69f6fc53f4f881908dcc698687bbb64d |
completed | May 3, 2026, 7:42 a.m. |
Created at: April 30, 2026, 11:07 p.m.