Triple

T23301586
Position Surface form Disambiguated ID Type / Status
Subject residual maker matrix E590316 entity
Predicate appearsIn P795 FINISHED
Object ANOVA decomposition
ANOVA decomposition is a statistical technique that partitions the total variability in data into components attributable to different sources or factors, enabling the analysis of their individual and joint effects.
E1580278 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: ANOVA decomposition | Statement: [residual maker matrix, appearsIn, ANOVA decomposition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ANOVA decomposition
Context triple: [residual maker matrix, appearsIn, ANOVA decomposition]
  • A. Fitting decomposition
    Fitting decomposition is a fundamental theorem in group theory that expresses a finite group as a product of its largest nilpotent normal subgroup and a complementary subgroup, playing a key role in the structural analysis of groups.
  • B. KAN decomposition
    KAN decomposition is a factorization of a semisimple Lie group into the product of a maximal compact subgroup, a maximal abelian subgroup, and a nilpotent subgroup, fundamental in Lie theory and harmonic analysis.
  • C. Decomposition
    Decomposition is a short story from David Benioff’s collection "When the Nines Roll Over," exploring themes of decay, change, and the unraveling of personal or artistic integrity.
  • D. MANOVA
    MANOVA (Multivariate Analysis of Variance) is a statistical technique that tests for differences in multiple dependent variables across groups simultaneously by analyzing their combined variance–covariance structure.
  • E. Satterthwaite's theorem
    Satterthwaite's theorem is a foundational result in social choice theory that characterizes the limitations of fair and non-manipulable voting systems, closely associated with the Gibbard–Satterthwaite theorem.
  • 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: ANOVA decomposition
Triple: [residual maker matrix, appearsIn, ANOVA decomposition]
Generated description
ANOVA decomposition is a statistical technique that partitions the total variability in data into components attributable to different sources or factors, enabling the analysis of their individual and joint effects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ANOVA decomposition
Target entity description: ANOVA decomposition is a statistical technique that partitions the total variability in data into components attributable to different sources or factors, enabling the analysis of their individual and joint effects.
  • A. Fitting decomposition
    Fitting decomposition is a fundamental theorem in group theory that expresses a finite group as a product of its largest nilpotent normal subgroup and a complementary subgroup, playing a key role in the structural analysis of groups.
  • B. KAN decomposition
    KAN decomposition is a factorization of a semisimple Lie group into the product of a maximal compact subgroup, a maximal abelian subgroup, and a nilpotent subgroup, fundamental in Lie theory and harmonic analysis.
  • C. Decomposition
    Decomposition is a short story from David Benioff’s collection "When the Nines Roll Over," exploring themes of decay, change, and the unraveling of personal or artistic integrity.
  • D. MANOVA
    MANOVA (Multivariate Analysis of Variance) is a statistical technique that tests for differences in multiple dependent variables across groups simultaneously by analyzing their combined variance–covariance structure.
  • E. Satterthwaite's theorem
    Satterthwaite's theorem is a foundational result in social choice theory that characterizes the limitations of fair and non-manipulable voting systems, closely associated with the Gibbard–Satterthwaite theorem.
  • 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_69e25d1c0ecc8190a355aa229f06d0e0 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f196d37fd08190ad2d199c54324c02 completed April 29, 2026, 5:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c9730908190960a47f7fee9e0c2 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4ee292f08190a44326d433f37c65 completed May 19, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f796b688190a8971ebd238e08f2 completed May 19, 2026, 11:54 a.m.
Created at: April 17, 2026, 5:04 p.m.