Triple

T15361428
Position Surface form Disambiguated ID Type / Status
Subject ResNeXt E367297 entity
Predicate controlsComplexityBy P118263 FINISHED
Object fixing total computational cost while varying cardinality LITERAL 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: fixing total computational cost while varying cardinality | Statement: [ResNeXt, controlsComplexityBy, fixing total computational cost while varying cardinality]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: controlsComplexityBy
Context triple: [ResNeXt, controlsComplexityBy, fixing total computational cost while varying cardinality]
  • A. hasComplexity
    Indicates that something possesses a certain level or type of complexity, often in terms of structure, behavior, or difficulty.
  • B. hasReasoningComplexity
    Indicates that an action, process, or decision involves a certain level or type of cognitive or logical complexity in its reasoning.
  • C. typicalComplexity
    Indicates the usual or characteristic level of complexity associated with an entity, process, or situation.
  • D. hasComplex
    Indicates that one entity possesses, is associated with, or is part of a larger composite structure or complex formed with another entity.
  • E. hasComplexification
    Indicates that one entity is a more complex or elaborated version, form, or development of another entity.
  • F. None of above. chosen

Provenance (4 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4607408190ab281a7f7a8012d3 completed April 16, 2026, 1:41 a.m.
PD Predicate disambiguation batch_69deca991e5081908b0df3d1ee7d5338 completed April 14, 2026, 11:15 p.m.
PDg Predicate description generation batch_69decf2e413481909d9180a8d78d2c17 completed April 14, 2026, 11:35 p.m.
Created at: April 10, 2026, 3:18 a.m.