Triple

T20690338
Position Surface form Disambiguated ID Type / Status
Subject Schrödinger formulation of quantum mechanics E508533 entity
Predicate relatedConcept P37 FINISHED
Object density matrix formalism
The density matrix formalism is a general framework in quantum mechanics that represents statistical ensembles of quantum states, allowing the treatment of both pure and mixed states and enabling calculations of measurement probabilities and system evolution, especially in open or decohering systems.
E1445849 NE FINISHED

How this triple was built (4 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 formalism | Statement: [Schrödinger formulation of quantum mechanics, relatedConcept, density matrix formalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: density matrix formalism
Context triple: [Schrödinger formulation of quantum mechanics, relatedConcept, density matrix formalism]
  • A. Liouville–von Neumann equation
    The Liouville–von Neumann equation is the fundamental quantum-mechanical evolution equation governing the time dependence of the density operator, generalizing the Schrödinger equation to mixed states and open-system dynamics.
  • B. matrix mechanics
    Matrix mechanics is an early formulation of quantum mechanics that represents physical observables as matrices and describes their time evolution through noncommutative algebra.
  • C. Schmidt decomposition
    The Schmidt decomposition is a mathematical technique in functional analysis and quantum information theory that expresses a bipartite vector (such as a quantum state) as a sum of orthogonal product states with nonnegative coefficients, revealing its entanglement structure.
  • D. Dirac notation
    Dirac notation is a mathematical formalism in quantum mechanics that uses bra–ket symbols to concisely represent quantum states and their inner products.
  • E. Husimi Q function
    The Husimi Q function is a quasi-probability distribution in quantum mechanics that provides a smoothed, always non-negative phase-space representation of a quantum state.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: density matrix formalism
Triple: [Schrödinger formulation of quantum mechanics, relatedConcept, density matrix formalism]
Generated description
The density matrix formalism is a general framework in quantum mechanics that represents statistical ensembles of quantum states, allowing the treatment of both pure and mixed states and enabling calculations of measurement probabilities and system evolution, especially in open or decohering systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: density matrix formalism
Target entity description: The density matrix formalism is a general framework in quantum mechanics that represents statistical ensembles of quantum states, allowing the treatment of both pure and mixed states and enabling calculations of measurement probabilities and system evolution, especially in open or decohering systems.
  • A. Liouville–von Neumann equation
    The Liouville–von Neumann equation is the fundamental quantum-mechanical evolution equation governing the time dependence of the density operator, generalizing the Schrödinger equation to mixed states and open-system dynamics.
  • B. matrix mechanics
    Matrix mechanics is an early formulation of quantum mechanics that represents physical observables as matrices and describes their time evolution through noncommutative algebra.
  • C. Schmidt decomposition
    The Schmidt decomposition is a mathematical technique in functional analysis and quantum information theory that expresses a bipartite vector (such as a quantum state) as a sum of orthogonal product states with nonnegative coefficients, revealing its entanglement structure.
  • D. Dirac notation
    Dirac notation is a mathematical formalism in quantum mechanics that uses bra–ket symbols to concisely represent quantum states and their inner products.
  • E. Husimi Q function
    The Husimi Q function is a quasi-probability distribution in quantum mechanics that provides a smoothed, always non-negative phase-space representation of a quantum state.
  • F. None of above. chosen

Provenance (5 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_69e0b4c1ed408190b72dd26b1e33f8a1 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c10cb5588190acb88f2c82fc593a completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e226808190bf05b85afb173e36 completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d9ca43288190a2be3d4f63141391 completed May 16, 2026, 8:55 p.m.
NED2 Entity disambiguation (via description) batch_6a08da457ee48190ba18b3e34f117e19 completed May 16, 2026, 8:57 p.m.
Created at: April 16, 2026, 12:08 p.m.