Triple

T15515313
Position Surface form Disambiguated ID Type / Status
Subject Born series E368819 entity
Predicate relatedConcept P37 FINISHED
Object Dyson series E9110 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: Dyson series | Statement: [Born series, relatedConcept, Dyson series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dyson series
Context triple: [Born series, relatedConcept, Dyson series]
  • A. Dyson series chosen
    The Dyson series is a perturbative expansion in quantum field theory that expresses time-ordered exponentials and scattering amplitudes as an infinite series of integrals, each term corresponding to a Feynman diagram.
  • B. Huber-Dyson
    Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
  • C. Dyson tree concept
    The Dyson tree concept is a speculative astroengineering idea proposing genetically engineered, space-adapted trees that could grow on comets or small bodies to create habitable environments in space.
  • D. Maxwell Demon
    Maxwell Demon is the flamboyant, glam-rock alter ego adopted by the fictional musician Brian Slade in the film "Velvet Goldmine."
  • E. Dyson index β
    The Dyson index β is a parameter in random matrix theory that classifies ensembles by their underlying symmetry, typically taking values 1, 2, or 4 for orthogonal, unitary, and symplectic ensembles, respectively.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04031e62c8190953b61207142af15 completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d4edee481908382ca5cd266f7b0 completed May 9, 2026, 1:57 p.m.
Created at: April 10, 2026, 4:02 a.m.