Triple

T736495
Position Surface form Disambiguated ID Type / Status
Subject A Treatise on Electricity and Magnetism E14944 entity
Predicate formulates P3660 FINISHED
Object Maxwell’s equations E5000 NE FINISHED

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: Maxwell’s equations | Statement: [A Treatise on Electricity and Magnetism, formulates, Maxwell’s equations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maxwell’s equations
Context triple: [A Treatise on Electricity and Magnetism, formulates, Maxwell’s equations]
  • A. Maxwell's equations chosen
    Maxwell's equations are the fundamental set of four equations in classical electromagnetism that describe how electric and magnetic fields are generated and interact with charges and currents.
  • B. Ampère–Maxwell law
    The Ampère–Maxwell law is one of Maxwell’s equations that relates magnetic fields to electric currents and changing electric fields, thereby introducing the concept of displacement current and enabling the prediction of electromagnetic waves.
  • C. Einstein–Maxwell equations
    The Einstein–Maxwell equations are the coupled set of field equations in general relativity that describe how spacetime curvature and electromagnetic fields interact and influence each other.
  • D. A Treatise on Electricity and Magnetism
    A Treatise on Electricity and Magnetism is James Clerk Maxwell’s foundational 19th-century work that systematically formulated the classical theory of electromagnetism, including the famous Maxwell’s equations.
  • E. Lorentz force
    The Lorentz force is the fundamental force experienced by a charged particle moving in electric and magnetic fields, forming the basis of classical electromagnetism.
  • 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: formulates
Context triple: [A Treatise on Electricity and Magnetism, formulates, Maxwell’s equations]
  • A. hasFormulation chosen
    Indicates that one entity is expressed, prepared, or configured in a particular form or composition defined by another entity.
  • B. formsWith
    Indicates that one entity combines or associates with another to create or constitute a joint structure, group, or configuration.
  • C. formsFrom
    Indicates that one entity is created, derived, or takes shape as a result of another entity.
  • D. logicalForm
    Indicates a relationship where an expression is associated with its structured, formal logical representation.
  • E. proposes
    Indicates that one entity formally suggests or puts forward an idea, plan, or course of action to another entity for consideration or approval.
  • F. None of above.

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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a66820548190b373deb117187c2c completed March 1, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
PD Predicate disambiguation batch_69a4a4fafee081909bf356854c09aaff completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.