Triple

T15688687
Position Surface form Disambiguated ID Type / Status
Subject Yasmin Kafai E380267 entity
Predicate instanceOf P0 FINISHED
Object learning scientist C3389 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: learning scientist
Context triple: [Yasmin Kafai, instanceOf, learning scientist]
  • A. machine learning researcher
    A machine learning researcher is a specialist who develops, analyzes, and improves algorithms and models that enable computers to learn from data and make predictions or decisions.
  • B. library scientist
    A library scientist is an information professional who organizes, manages, and curates collections and data systems to ensure efficient access, preservation, and use of knowledge resources.
  • C. researcher chosen
    A researcher is an individual who systematically investigates questions or problems using structured methods to generate new knowledge, validate existing theories, or develop practical solutions.
  • D. machine learning research institute
    A machine learning research institute is an organization dedicated to advancing the theory, algorithms, and applications of machine learning through systematic research, experimentation, and collaboration.
  • E. self-taught scientist
    A self-taught scientist is an individual who independently acquires scientific knowledge and skills outside formal education systems and applies them to investigate, understand, or contribute to scientific fields.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
Created at: April 10, 2026, 4:44 a.m.