Triple

T9566619
Position Surface form Disambiguated ID Type / Status
Subject Arthur John Robin Gorell Milner E230803 entity
Predicate notableWork P4 FINISHED
Object ML programming language E131757 NE FINISHED

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: ML programming language | Statement: [Arthur John Robin Gorell Milner, notableWork, ML programming language]

Disambiguation candidates (1 decision)

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: ML programming language
Context triple: [Arthur John Robin Gorell Milner, notableWork, ML programming language]
  • A. M language
    M language is a functional, case-sensitive data mashup and transformation language used primarily in Microsoft Power Query for importing, shaping, and combining data from diverse sources.
  • B. ML
    ML is the vehicle registration code for the Indian state of Meghalaya, used on license plates including those registered in Jowai.
  • C. ML chosen
    ML is a statically typed functional programming language developed at the University of Edinburgh, known for pioneering features like type inference, pattern matching, and modules that strongly influenced later languages such as Elm, Haskell, and OCaml.
  • D. ML
    ML is a post-nominal honorific indicating a recipient of Papua New Guinea’s Order of Logohu, a national order of merit.
  • E. ML
    ML is the postcode area in central Scotland that covers Motherwell and surrounding towns.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69ca847f22188190a56e4a97625bef22 elicitation completed
NER batch_69cd996c0a1081908a8356c454e60f74 ner completed
NED1 batch_69d152b09c808190aff32419f2cbb15f ned_source_triple completed
Created at: March 30, 2026, 8:04 p.m.