Triple

T23066099
Position Surface form Disambiguated ID Type / Status
Subject Steven R. White E575045 entity
Predicate methodDeveloped P116174 FINISHED
Object density matrix renormalization group NE NERFINISHED

How this triple was built (3 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: density matrix renormalization group | Statement: [Steven R. White, methodDeveloped, density matrix renormalization group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: density matrix renormalization group
Context triple: [Steven R. White, methodDeveloped, density matrix renormalization group]
  • A. density matrix renormalization group chosen
    The density matrix renormalization group is a powerful numerical variational technique for studying low-dimensional quantum many-body systems, especially one-dimensional lattice models.
  • B. Dynamical Mean-Field Theory
    Dynamical Mean-Field Theory is a non-perturbative theoretical approach in condensed matter physics that captures local electronic correlations by mapping lattice models onto self-consistent quantum impurity problems, enabling the study of phenomena such as the Mott metal–insulator transition.
  • C. Jordan–Wigner transformation
    The Jordan–Wigner transformation is a mathematical mapping in quantum many-body physics that converts spin operators into fermionic creation and annihilation operators, enabling the study of spin systems using fermionic methods.
  • D. Gutzwiller approximation
    The Gutzwiller approximation is a variational method in condensed matter physics used to study strongly correlated electron systems, particularly metal–insulator (Mott) transitions in lattice models like the Hubbard model.
  • E. Kitaev honeycomb model
    The Kitaev honeycomb model is a theoretical exactly solvable quantum spin model on a two-dimensional honeycomb lattice that has become a cornerstone in the study of quantum spin liquids and topological phases of matter.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: methodDeveloped
Context triple: [Steven R. White, methodDeveloped, density matrix renormalization group]
  • A. developedMethodUsedIn
    Indicates that a method created or developed by one entity is subsequently employed or applied in another entity, such as a study, project, or process.
  • B. developmentMethod
    Indicates the process, technique, or approach used to create, build, or evolve something.
  • C. developedMethodology chosen
    Indicates that one entity created, designed, or established a specific methodology used by another entity or in a particular context.
  • D. method
    Indicates the technique, procedure, or process used by an entity to perform an action or achieve a result.
  • E. scriptDevelopedFor
    Indicates that a script was specifically created or developed for use by, or in the context of, a particular entity or purpose.
  • F. None of above.

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_69e245bd6e4c8190bb8942245b68cad5 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f189a3e39481909cad356ad0bb3ee6 completed April 29, 2026, 4:31 a.m.
PD Predicate disambiguation batch_69ef89d5f71881908b9f9d0c8aab278c completed April 27, 2026, 4:07 p.m.
Created at: April 17, 2026, 3:55 p.m.