Triple

T18204473
Position Surface form Disambiguated ID Type / Status
Subject BART E435868 entity
Predicate optimizationAlgorithm P27179 FINISHED
Object Adam — NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Adam | Statement: [BART, optimizationAlgorithm, Adam]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Adam
Context triple: [BART, optimizationAlgorithm, Adam]
  • A. Adam
    Adam is a masculine given name of Hebrew origin, commonly used in many cultures and languages.
  • B. Adam
    Adam is the reanimated creature who serves as the central monster figure in the horror film "I, Frankenstein."
  • C. Adam
    Adam is the first human in Abrahamic religious traditions, whose disobedience in Eden is believed to have introduced sin into the human condition.
  • D. Adam
    Adam is a common surname of Scottish and English origin, borne by various notable individuals including architects, politicians, and artists.
  • E. Adam
    Adam is a loyal, elderly servant in William Shakespeare’s comedy "As You Like It," known for his devotion and generosity toward Orlando.
  • 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: Adam
Target entity description: Adam is a popular stochastic optimization algorithm used in training deep learning models that combines ideas from momentum and adaptive learning rates.
  • A. Adam chosen
    Adam is a widely used stochastic optimization algorithm in machine learning that combines ideas from momentum and adaptive learning rates to efficiently train deep neural networks.
  • B. Adam
    Adam is a popular stochastic optimization algorithm widely used to train deep learning models by adaptively adjusting learning rates for each parameter.
  • C. Adam
    Adam is a masculine given name of Hebrew origin, commonly used in many cultures and languages.
  • D. Adam
    Adam is a renowned sculpture by Auguste Rodin, notable for its expressive depiction of the biblical figure and housed in the Rodin Museum.
  • E. Adam
    Adam is a common surname of Scottish and English origin, borne by various notable individuals including architects, politicians, and artists.
  • F. None of above.

Provenance (2 batches)

Stage Batch ID Job type Status
creating batch_69d8b90dba6481908e119eb9aa4ca0cb elicitation completed
NER batch_69e4e222831081908f7d5500424e3acb ner completed
Created at: April 10, 2026, 10:32 a.m.