Triple

T23142528
Position Surface form Disambiguated ID Type / Status
Subject graph Laplacian E577498 entity
Predicate secondSmallestEigenvalueSymbol P151077 FINISHED
Object Fiedler value NE NERFINISHED

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: Fiedler value | Statement: [graph Laplacian, secondSmallestEigenvalueSymbol, Fiedler value]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiedler value
Context triple: [graph Laplacian, secondSmallestEigenvalueSymbol, Fiedler value]
  • A. Fiedler
    Fiedler is a sharp, idealistic East German intelligence officer in John le Carré’s Cold War spy novel "The Spy Who Came in from the Cold."
  • B. Shapley value
    The Shapley value is a solution concept in cooperative game theory that fairly allocates the total gains of cooperation among players based on their average marginal contributions across all possible coalitions.
  • C. S Factor
    S Factor is a sensual fitness and pole-dancing program and movement founded by actress Sheila Kelley that blends dance, empowerment, and body-positive self-expression for women.
  • D. Fehr
    Fehr is a surname most prominently associated with Donald Fehr, the longtime executive director of the Major League Baseball Players Association and later the NHL Players’ Association.
  • E. Kemeny–Young method
    The Kemeny–Young method is a voting system that ranks candidates by finding the ordering that best reflects voters’ pairwise preferences, minimizing overall disagreement.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiedler value
Target entity description: The Fiedler value is a key spectral graph theory quantity that measures how well-connected a graph is and underlies concepts like graph partitioning and algebraic connectivity.
  • A. Fiedler
    Fiedler is a sharp, idealistic East German intelligence officer in John le Carré’s Cold War spy novel "The Spy Who Came in from the Cold."
  • B. Shapley value
    The Shapley value is a solution concept in cooperative game theory that fairly allocates the total gains of cooperation among players based on their average marginal contributions across all possible coalitions.
  • C. S Factor
    S Factor is a sensual fitness and pole-dancing program and movement founded by actress Sheila Kelley that blends dance, empowerment, and body-positive self-expression for women.
  • D. Fehr
    Fehr is a surname most prominently associated with Donald Fehr, the longtime executive director of the Major League Baseball Players Association and later the NHL Players’ Association.
  • E. Kemeny–Young method
    The Kemeny–Young method is a voting system that ranks candidates by finding the ordering that best reflects voters’ pairwise preferences, minimizing overall disagreement.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: secondSmallestEigenvalueSymbol
Context triple: [graph Laplacian, secondSmallestEigenvalueSymbol, Fiedler value]
  • A. secondSymbolValue
    Indicates that the value or quantity associated with the second symbol in a pair or sequence is being specified or referenced.
  • B. jointEigenvalueDensity
    Indicates the relationship that assigns a probability density to each possible combination of eigenvalues considered jointly, rather than individually.
  • C. isSecondLargest
    Indicates that one entity has a value or size that is greater than all others except for a single larger entity, making it the second largest in the compared set.
  • D. eigenvalueStatistics
    Indicates that one entity characterizes or provides information about the distribution or behavior of the eigenvalues associated with another entity.
  • E. secondElement
    Indicates that one entity is the second element in an ordered pair, sequence, or collection relative to 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecb72fc8190a24e8f5756217a36 completed April 29, 2026, 4:53 a.m.
PD Predicate disambiguation batch_69ef89f83b108190aaaa1db6221fc163 completed April 27, 2026, 4:08 p.m.
PDg Predicate description generation batch_69ef9b7494f4819088ae59ea3d0ae8ab completed April 27, 2026, 5:23 p.m.
Created at: April 17, 2026, 4 p.m.