Triple

T20274303
Position Surface form Disambiguated ID Type / Status
Subject Columbia College Core Curriculum E502969 entity
Predicate component P35 FINISHED
Object Frontiers of Science — 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: Frontiers of Science | Statement: [Columbia College Core Curriculum, component, Frontiers of Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frontiers of Science
Context triple: [Columbia College Core Curriculum, component, Frontiers of Science]
  • A. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • B. Science (journal)
    Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
  • C. Science Advances
    Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
  • D. Scilight
    Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
  • E. Foundations of the Sciences
    Foundations of the Sciences is a philosophical work by Victor Kraft that examines the logical and methodological foundations underlying scientific knowledge.
  • 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: Frontiers of Science
Target entity description: Frontiers of Science is an interdisciplinary introductory science course in Columbia College’s Core Curriculum that exposes students to fundamental scientific ideas and methods across multiple fields.
  • A. Frontiers of Knowledge
    Frontiers of Knowledge is a concept emphasizing the advancement and expansion of human understanding across scientific, technological, and cultural domains.
  • B. Science (journal)
    Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
  • C. Science Advances
    Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
  • D. Scilight
    Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
  • E. Foundations of the Sciences
    Foundations of the Sciences is a philosophical work by Victor Kraft that examines the logical and methodological foundations underlying scientific knowledge.
  • 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_69e0b4b0e79c8190bd61f22ef1329fa8 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e675e104f081909d17c1963a5db528 completed April 20, 2026, 6:52 p.m.
Created at: April 16, 2026, 10:31 a.m.