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.