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
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.
E1571445 NE FINISHED

How this triple was built (4 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.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Nzema used in early primary education in some areas
Triple: [Nzema, educationLanguagePolicy, Nzema used in early primary education in some areas]
Generated 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.
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 (5 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.
NED1 Entity disambiguation (via context triple) batch_6a0c23f7dccc8190aaba967e73cc6892 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c28ed782c8190a60cf2212a1e7861 completed May 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0c29bca4c08190a29d4204c75b333f completed May 19, 2026, 9:13 a.m.
Created at: April 17, 2026, 4 p.m.