Triple

T9538503
Position Surface form Disambiguated ID Type / Status
Subject Peter A. Wilderer E230083 entity
Predicate instanceOf P0 FINISHED
Object water scientist C10136 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: water scientist
Context triple: [Peter A. Wilderer, instanceOf, water scientist]
  • A. hydrologist chosen
    A hydrologist is a scientist who studies the distribution, movement, and quality of water on Earth to understand and manage water resources and related environmental impacts.
  • B. climate scientist
    A climate scientist is a researcher who studies the Earth’s climate system, analyzes past and present climate data, and develops models to understand and predict climate change and its impacts.
  • C. oceanographer
    An oceanographer is a scientist who studies the physical, chemical, biological, and geological properties and processes of the ocean to understand its dynamics and impact on the Earth’s systems.
  • D. geologist
    A geologist is a scientist who studies the Earth’s materials, processes, and history to understand its structure, evolution, and natural resources.
  • E. 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.
  • 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_69ca847b1b3081908f72bc932c17cc41 completed March 30, 2026, 2:11 p.m.
Created at: March 30, 2026, 8:01 p.m.