Triple

T11426276
Position Surface form Disambiguated ID Type / Status
Subject Arthur John Robin Gorell Milner E270757 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 the postcode area in central Scotland that covers Motherwell and surrounding towns.
  • E. ML
    ML is a post-nominal honorific indicating a recipient of Papua New Guinea’s Order of Logohu, a national order of merit.
  • 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_69d6aadeef688190874bcecd88b3dd9b elicitation completed
NER batch_69d806c000b88190bfaa646b2dc424b7 ner completed
NED1 batch_69e5b8c8e1988190aba5a2536dbb37cf ned_source_triple completed
Created at: April 8, 2026, 9:35 p.m.