Triple

T12517003
Position Surface form Disambiguated ID Type / Status
Subject John W. Eaton E299213 entity
Predicate programmingLanguageDeveloped P102278 FINISHED
Object GNU Octave E61970 NE FINISHED

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: GNU Octave | Statement: [John W. Eaton, programmingLanguageDeveloped, GNU Octave]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: GNU Octave
Context triple: [John W. Eaton, programmingLanguageDeveloped, GNU Octave]
  • A. GNU Octave chosen
    GNU Octave is a high-level, open-source programming language and numerical computing environment largely compatible with MATLAB, used for solving linear and nonlinear problems and performing other numerical experiments.
  • B. MATLAB
    MATLAB is a high-level programming language and interactive environment widely used for numerical computing, data analysis, algorithm development, and visualization, particularly in engineering and scientific research.
  • C. Parallel Computing Toolbox
    Parallel Computing Toolbox is a MATLAB add-on that enables users to perform parallel and distributed computing to accelerate large-scale numerical and data-intensive computations.
  • D. Maxima
    Maxima is the first daughter of Facebook co-founder Mark Zuckerberg and philanthropist Priscilla Chan.
  • E. GSL
    GSL is the vehicle registration code assigned to cars registered in a specific district of Poland’s Pomeranian Voivodeship.
  • 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: programmingLanguageDeveloped
Context triple: [John W. Eaton, programmingLanguageDeveloped, GNU Octave]
  • A. programmingLanguage
    Indicates that one entity is a programming language used to create, control, or interact with the other entity.
  • B. programLanguage
    Indicates that an entity is implemented, written, or expressed using a particular programming language.
  • C. languageCreatedBy chosen
    Indicates that a particular language was created, designed, or originated by a specific person or group.
  • D. developedPrimarilyIn
    Indicates that something was mainly created, advanced, or brought into its primary form within a particular context, place, or domain, even if contributions occurred elsewhere.
  • E. originallyDevelopedIn
    Indicates that something (such as a product, technology, or idea) was first created, designed, or developed in a particular place or context.
  • F. None of above.

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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954b867dc8190af8a70f797e4d133 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655745cec8190b5582eb4a339d501 completed May 2, 2026, 7:50 p.m.
PD Predicate disambiguation batch_69d954096af88190b6be81b008c82139 completed April 10, 2026, 7:48 p.m.
Created at: April 8, 2026, 9:57 p.m.