Triple

T36490335
Position Surface form Disambiguated ID Type / Status
Subject Reformer: The Efficient Transformer E899034 entity
Predicate complexityClaim P185765 FINISHED
Object reduces attention complexity from O(L^2) to approximately O(L log L) — 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: reduces attention complexity from O(L^2) to approximately O(L log L) | Statement: [Reformer: The Efficient Transformer, complexityClaim, reduces attention complexity from O(L^2) to approximately O(L log L)]
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: complexityClaim
Context triple: [Reformer: The Efficient Transformer, complexityClaim, reduces attention complexity from O(L^2) to approximately O(L log L)]
  • A. speedClaim
    Indicates that an entity asserts or reports a specific speed or performance rate for itself or another entity.
  • B. examinesClaim
    Indicates that one entity reviews, inspects, or evaluates a claim made by another entity.
  • C. limitsClaimOf
    Indicates that one entity imposes restrictions or conditions on the scope, extent, or enforceability of another entity’s claim.
  • D. modalClaim
    Indicates that the statement is being made with a modal qualification, such as possibility, necessity, or obligation, rather than as an unqualified factual claim.
  • E. typeOfClaim
    Indicates the specific category or nature of a claim being made in relation to an entity or statement.
  • 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_69f76e5ad4588190bdbce60c52fbb785 completed May 3, 2026, 3:48 p.m.
NER Named-entity recognition batch_69f7c371931c8190afb1d4dd5157f92c completed May 3, 2026, 9:51 p.m.
PD Predicate disambiguation batch_69f7c1b91fd88190ab85afd626603769 completed May 3, 2026, 9:44 p.m.
PDg Predicate description generation batch_69f7c3705b5c81908c84004543a71c07 completed May 3, 2026, 9:51 p.m.
Created at: May 3, 2026, 4:10 p.m.