Triple

T19050752
Position Surface form Disambiguated ID Type / Status
Subject Dirichlet distribution E466249 entity
Predicate conjugateTo P134891 FINISHED
Object multinomial distribution NE NERFINISHED

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: multinomial distribution | Statement: [Dirichlet distribution, conjugateTo, multinomial distribution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: multinomial distribution
Context triple: [Dirichlet distribution, conjugateTo, multinomial distribution]
  • A. multinomial theorem chosen
    The multinomial theorem is a fundamental algebraic formula that generalizes the binomial theorem to express powers of sums with any number of terms using multinomial coefficients.
  • B. Dirichlet distribution
    The Dirichlet distribution is a family of continuous multivariate probability distributions commonly used as a prior over categorical or multinomial parameters in Bayesian statistics.
  • C. Bernoulli distribution
    The Bernoulli distribution is a fundamental discrete probability distribution that models a single trial with exactly two possible outcomes, typically labeled success and failure, with a fixed probability of success.
  • D. Pearson distribution
    The Pearson distribution is a family of continuous probability distributions introduced by Karl Pearson to flexibly model data with varying skewness and kurtosis.
  • E. Carsey-Werner Distribution
    Carsey-Werner Distribution is a television distribution company best known for handling popular sitcoms produced by Carsey-Werner, including major hits from the late 1980s and 1990s.
  • 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: conjugateTo
Context triple: [Dirichlet distribution, conjugateTo, multinomial distribution]
  • A. conjugate
    Indicates that one entity is a grammatical or mathematical counterpart of another, linked by a specific transformation such as verb inflection or complex-number pairing.
  • B. conjugateVariable
    Indicates that one variable is the conjugate counterpart of another, typically related by a conjugation operation such as complex, algebraic, or canonical conjugation.
  • C. convergentWith
    Indicates that two or more entities independently develop similar characteristics, functions, or outcomes, typically in response to comparable conditions or constraints.
  • D. to
    Indicates a directional or goal-oriented relationship in which something is directed, transferred, or oriented toward a target or endpoint.
  • E. convertedTogetherWith
    Indicates that one entity was converted at the same time and as part of the same conversion process as 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_69d8dd040fb881909af2a964f65ad208 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5dc02597c8190b39fd2c7b7e42258 completed April 20, 2026, 7:55 a.m.
PD Predicate disambiguation batch_69e4b99633c8819097988608c278ecf8 completed April 19, 2026, 11:16 a.m.
PDg Predicate description generation batch_69e4c0fc3c4c8190abbfe06e1bd3325c completed April 19, 2026, 11:48 a.m.
Created at: April 10, 2026, 12:03 p.m.