Triple

T17007680
Position Surface form Disambiguated ID Type / Status
Subject Warren E. Stewart E412612 entity
Predicate notableWork P4 FINISHED
Object "Transport Phenomena" E412611 NE FINISHED

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: "Transport Phenomena" | Statement: [Warren E. Stewart, notableWork, "Transport Phenomena"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Transport Phenomena"
Context triple: [Warren E. Stewart, notableWork, "Transport Phenomena"]
  • A. Transport Phenomena, Second Edition chosen
    "Transport Phenomena, Second Edition" is a widely used advanced textbook that rigorously covers momentum, heat, and mass transfer, co-authored by R. Byron Bird and known for its fundamental, unified treatment of transport processes in chemical engineering.
  • B. Dynamics of Nonhomogeneous Fluids
    Dynamics of Nonhomogeneous Fluids is a seminal scientific monograph by Chia-Shun Yih that develops the theoretical foundations of fluid motion in media with spatially varying density and related properties.
  • C. Elementary Principles of Composition
    "Elementary Principles of Composition" is a core section of the classic writing guide *The Elements of Style* that outlines fundamental rules for clear, effective English prose.
  • D. An Introduction to Fluid Dynamics
    An Introduction to Fluid Dynamics is a classic graduate-level textbook that rigorously develops the theoretical foundations of fluid mechanics and has become a standard reference in the field.
  • E. Dynamics of Polymeric Liquids
    Dynamics of Polymeric Liquids is a foundational textbook in rheology and polymer science that rigorously develops the theory and mathematical modeling of the flow and deformation behavior of polymeric fluids.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3841e48819086dbc383cb4b1c16 completed April 18, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b46e89c81908271eb22b535c558 completed May 10, 2026, 11:56 p.m.
Created at: April 10, 2026, 5:32 a.m.