Triple

T12269403
Position Surface form Disambiguated ID Type / Status
Subject Inflation Reduction Act of 2022 E292431 entity
Predicate estimatedClimateAndEnergySpending P104152 FINISHED
Object hundreds of billions of U.S. dollars 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: hundreds of billions of U.S. dollars | Statement: [Inflation Reduction Act of 2022, estimatedClimateAndEnergySpending, hundreds of billions of U.S. dollars]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: estimatedClimateAndEnergySpending
Context triple: [Inflation Reduction Act of 2022, estimatedClimateAndEnergySpending, hundreds of billions of U.S. dollars]
  • A. energyContext
    Indicates the situational or environmental conditions under which energy is produced, used, transferred, or transformed in relation to the entities involved.
  • B. energyAspect
    Indicates a relationship where one entity represents an aspect, component, or characteristic related to the energy properties or behavior of another entity.
  • C. energyUse
    Indicates the amount or rate at which an entity consumes energy to perform its functions or activities.
  • D. energyCooperation
    Indicates a collaborative relationship in which entities work together to share, develop, or manage energy resources, technologies, or policies.
  • E. energyDependence
    Indicates that one entity’s state, behavior, or outcome is contingent on or influenced by the amount, source, or availability of energy associated with 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d9380a5e78819086bd4dfe9a83d1f5 completed April 10, 2026, 5:48 p.m.
PD Predicate disambiguation batch_69d91c4a66cc819083ce6fcaf5042af6 completed April 10, 2026, 3:50 p.m.
PDg Predicate description generation batch_69d93805cee08190a532ebcf5908e617 completed April 10, 2026, 5:48 p.m.
Created at: April 8, 2026, 9:52 p.m.