Triple

T16712945
Position Surface form Disambiguated ID Type / Status
Subject Teaching and Learning International Survey E406152 entity
Predicate instanceOf P0 FINISHED
Object large-scale education survey C1541 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: large-scale education survey
Context triple: [Teaching and Learning International Survey, instanceOf, large-scale education survey]
  • A. large-scale educational assessment chosen
    A large-scale educational assessment is a systematic evaluation process that measures the knowledge, skills, and competencies of large populations of learners, typically across schools, regions, or countries, using standardized instruments and procedures.
  • B. national survey
    A national survey is a systematic data collection effort conducted across an entire country to gather information about the characteristics, opinions, or behaviors of its population.
  • C. education report
    An education report is a structured document that presents data, analysis, and insights about educational performance, outcomes, or programs to inform decision-making and improvement.
  • D. panel survey
    A panel survey is a longitudinal study method that repeatedly collects data from the same group of respondents over multiple time points to track changes and trends.
  • E. work on education
    Work on education encompasses the theories, practices, and activities aimed at improving teaching, learning, and educational systems to foster knowledge, skills, and personal development.
  • F. None of above.

Provenance (1 batch)

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_69d8838f242881908abd8bc138795886 completed April 10, 2026, 4:58 a.m.
Created at: April 10, 2026, 5:20 a.m.