Triple
T23130533
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nzema |
E577152
|
entity |
| Predicate | educationLanguagePolicy |
P187
|
FINISHED |
| Object | Nzema used in early primary education in some areas |
—
|
NE NERFINISHED |
How this triple was built (3 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: Nzema used in early primary education in some areas | Statement: [Nzema, educationLanguagePolicy, Nzema used in early primary education in some areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nzema used in early primary education in some areas Context triple: [Nzema, educationLanguagePolicy, Nzema used in early primary education in some areas]
-
A.
Nai Talim (Basic Education) concept
Nai Talim (Basic Education) is Mahatma Gandhi’s holistic educational philosophy that integrates productive manual work with intellectual, moral, and social development to create self-reliant, socially conscious individuals.
-
B.
Ilima Primary School
Ilima Primary School is a sustainably designed rural school in the Democratic Republic of Congo, recognized for its community-driven construction and innovative use of local materials.
-
C.
Object Lessons for Primary Schools
"Object Lessons for Primary Schools" is an educational book by 19th-century American educator Edward Austin Sheldon that introduces a systematic, hands-on approach to teaching young children through concrete objects and sensory experience.
-
D.
Bikenibeu Primary School
Bikenibeu Primary School is a local primary-level educational institution serving young children in the community of Bikenibeu in Kiribati.
-
E.
Zombodze Royal Residence (traditional education)
Zombodze Royal Residence is a Swazi royal homestead that served as a traditional educational and cultural training center for King Sobhuza II during his upbringing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nzema used in early primary education in some areas Target entity description: Nzema used in early primary education in some areas refers to the policy and practice of using the Nzema language as a medium of instruction for young children in certain primary schools, typically to support early literacy and cultural preservation.
-
A.
Nai Talim (Basic Education) concept
Nai Talim (Basic Education) is Mahatma Gandhi’s holistic educational philosophy that integrates productive manual work with intellectual, moral, and social development to create self-reliant, socially conscious individuals.
-
B.
Ilima Primary School
Ilima Primary School is a sustainably designed rural school in the Democratic Republic of Congo, recognized for its community-driven construction and innovative use of local materials.
-
C.
Object Lessons for Primary Schools
"Object Lessons for Primary Schools" is an educational book by 19th-century American educator Edward Austin Sheldon that introduces a systematic, hands-on approach to teaching young children through concrete objects and sensory experience.
-
D.
Bikenibeu Primary School
Bikenibeu Primary School is a local primary-level educational institution serving young children in the community of Bikenibeu in Kiribati.
-
E.
Zombodze Royal Residence (traditional education)
Zombodze Royal Residence is a Swazi royal homestead that served as a traditional educational and cultural training center for King Sobhuza II during his upbringing.
- F. None of above. chosen
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_69e245f7b0e481909c473ff4e6a54e2c |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e87cd188190b466f7a4c9670e56 |
completed | April 29, 2026, 4:52 a.m. |
Created at: April 17, 2026, 4 p.m.