Triple

T2325567
Position Surface form Disambiguated ID Type / Status
Subject Ricci flow E48279 entity
Predicate drivingTensor P38913 FINISHED
Object Ricci curvature E8635 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: Ricci curvature | Statement: [Ricci flow, drivingTensor, Ricci curvature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ricci curvature
Context triple: [Ricci flow, drivingTensor, Ricci curvature]
  • A. Ricci curvature tensor chosen
    The Ricci curvature tensor is a geometric object in differential geometry that measures how volumes in a curved space-time deviate from those in flat space, playing a central role in general relativity.
  • B. Ricci flow
    Ricci flow is a geometric evolution equation that smoothly deforms the metric of a Riemannian manifold in a way analogous to heat diffusion, playing a central role in Grigori Perelman's proof of the Poincaré conjecture.
  • C. Riemann curvature tensor
    The Riemann curvature tensor is a fundamental geometric object in differential geometry that measures how much a Riemannian manifold deviates from being flat by encoding the intrinsic curvature of the space.
  • D. Riemannian manifolds
    Riemannian manifolds are smooth manifolds equipped with an inner product on each tangent space that allows one to measure lengths, angles, and curvature in a curved geometric setting.
  • E. Gaussian curvature
    Gaussian curvature is a fundamental concept in differential geometry that measures how a surface bends at a point by combining its principal curvatures into a single intrinsic quantity.
  • 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: drivingTensor
Context triple: [Ricci flow, drivingTensor, Ricci curvature]
  • A. drivingForce
    Indicates a causal influence or motivating factor that propels or significantly shapes another process, event, or outcome.
  • B. drives
    Indicates that one entity operates and controls the movement of a vehicle or similar conveyance transporting themselves or others.
  • C. drivesOn
    Indicates that an entity uses or travels along a particular route, surface, or roadway as its path of movement.
  • D. driveType
    Indicates the type or configuration of the drive mechanism used to power or propel an entity.
  • E. multipleDescentsVehicle
    Indicates that a vehicle undergoes more than one descent event during a given trip or operational context.
  • 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_69a88aa308a88190b0b86c011fda7fce completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abcc30c5e881908c5d526d7e7491d0 completed March 7, 2026, 6:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897004308190bc2e335e9caea2ca completed March 9, 2026, 8:48 a.m.
PD Predicate disambiguation batch_69abc5926d048190a535e3f23d41de2a completed March 7, 2026, 6:28 a.m.
PDg Predicate description generation batch_69abcc2fa25c8190858c1c541b914f4c completed March 7, 2026, 6:56 a.m.
Created at: March 4, 2026, 7:50 p.m.