Triple

T20717586
Position Surface form Disambiguated ID Type / Status
Subject John Ziman E509213 entity
Predicate influenced P9 FINISHED
Object science and technology studies NE NERFINISHED

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: science and technology studies | Statement: [John Ziman, influenced, science and technology studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: science and technology studies
Context triple: [John Ziman, influenced, science and technology studies]
  • A. STS (science and technology studies) chosen
    STS (science and technology studies) is an interdisciplinary field that critically examines how scientific knowledge and technological systems are shaped by, and in turn shape, social, cultural, political, and historical contexts.
  • B. Society for Social Studies of Science
    The Society for Social Studies of Science is an international scholarly association dedicated to advancing research and dialogue in the interdisciplinary field of science and technology studies.
  • C. Society for the Anthropology of Science, Technology, and Computing
    The Society for the Anthropology of Science, Technology, and Computing is a scholarly section of anthropologists focused on the cultural, social, and political dimensions of science, technology, and digital systems.
  • D. Department of Science, Technology and Society (York University)
    The Department of Science, Technology and Society at York University is an academic unit that examines the social, cultural, political and ethical dimensions of science and technology through interdisciplinary teaching and research.
  • E. Science in Action: How to Follow Scientists and Engineers Through Society
    Science in Action: How to Follow Scientists and Engineers Through Society is a foundational work in science and technology studies that examines how scientific facts and technological artifacts are socially constructed through networks of people, practices, and institutions.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0b4c40ad88190b81f77695366d328 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c1d2c57481909840945ffd3b0cc3 completed April 21, 2026, 12:16 a.m.
Created at: April 16, 2026, 12:17 p.m.