Triple

T11739976
Position Surface form Disambiguated ID Type / Status
Subject Lambertian reflectance law E279125 entity
Predicate componentOf P35 FINISHED
Object Lambertian reflectance model E279125 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: Lambertian reflectance model | Statement: [Lambertian reflectance law, componentOf, Lambertian reflectance model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lambertian reflectance model
Context triple: [Lambertian reflectance law, componentOf, Lambertian reflectance model]
  • A. Lambertian reflectance law in optics chosen
    The Lambertian reflectance law in optics describes an ideal diffuse surface that appears equally bright from all viewing angles because its apparent brightness is proportional to the cosine of the angle between the incident light and the surface normal.
  • B. Phong reflection model
    The Phong reflection model is a computer graphics shading technique that approximates how light reflects off a surface by combining ambient, diffuse, and specular components to produce smooth highlights.
  • C. Milne–Eddington approximation
    The Milne–Eddington approximation is a simplified model of stellar atmospheres that assumes constant physical properties with depth to make the radiative transfer equations analytically tractable.
  • D. Über die Reflexion des Lichts in einer inhomogenen Schicht
    "Über die Reflexion des Lichts in einer inhomogenen Schicht" is the physics doctoral dissertation of Moritz Schlick, in which he investigates the behavior and reflection of light in non-uniform media.
  • E. Radiative Transfer
    Radiative Transfer is a foundational scientific work that rigorously analyzes how radiation propagates through and interacts with matter, especially in astrophysical contexts.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4f025f88190a39280806c9d7c33 completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f0901a6ed481909054ddd581935ac4 completed April 28, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:41 p.m.