Triple

T18222139
Position Surface form Disambiguated ID Type / Status
Subject dplyr E436331 entity
Predicate usesLibrary P4791 FINISHED
Object rlang
rlang is an R package that provides tools for metaprogramming and tidy evaluation, enabling advanced manipulation of expressions and environments used throughout the tidyverse.
 E1313007 NE FINISHED

How this triple was built (4 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: rlang | Statement: [dplyr, usesLibrary, rlang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: rlang
Context triple: [dplyr, usesLibrary, rlang]
  • A. RLISP
    RLISP is a Lisp-derived programming language used as the primary implementation and extension language for the REDUCE computer algebra system.
  • B. Franz Lisp
    Franz Lisp is a dialect of the Lisp programming language developed in the late 1970s at the University of California, Berkeley, primarily for use in artificial intelligence research and symbolic computation.
  • C. RPL programming language
    RPL is a stack-based, reverse Polish Lisp-like programming language developed by Hewlett-Packard for its graphing calculators, combining features of RPN and structured programming.
  • D. Racket
    Racket is a modern, multi-paradigm programming language in the Lisp/Scheme family, designed for language-oriented programming, scripting, and education.
  • E. R Language Definition
    R Language Definition is the official specification document that precisely describes the syntax, semantics, and core behavior of the R programming language.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: rlang
Triple: [dplyr, usesLibrary, rlang]
Generated description
rlang is an R package that provides tools for metaprogramming and tidy evaluation, enabling advanced manipulation of expressions and environments used throughout the tidyverse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: rlang
Target entity description: rlang is an R package that provides tools for metaprogramming and tidy evaluation, enabling advanced manipulation of expressions and environments used throughout the tidyverse.
  • A. RLISP
    RLISP is a Lisp-derived programming language used as the primary implementation and extension language for the REDUCE computer algebra system.
  • B. Franz Lisp
    Franz Lisp is a dialect of the Lisp programming language developed in the late 1970s at the University of California, Berkeley, primarily for use in artificial intelligence research and symbolic computation.
  • C. RPL programming language
    RPL is a stack-based, reverse Polish Lisp-like programming language developed by Hewlett-Packard for its graphing calculators, combining features of RPN and structured programming.
  • D. Racket
    Racket is a modern, multi-paradigm programming language in the Lisp/Scheme family, designed for language-oriented programming, scripting, and education.
  • E. R Language Definition
    R Language Definition is the official specification document that precisely describes the syntax, semantics, and core behavior of the R programming language.
  • F. None of above. chosen

Provenance (5 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e47c85108190bd9707b40bdfdb38 completed April 19, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f1da8948190811c2dc441b63866 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a03a00195b08190b77a676bc44d1887 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a0a4ef148190b6c69f72f019964a completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.