Triple

T4424925
Position Surface form Disambiguated ID Type / Status
Subject Perl E95185 entity
Predicate standardPackageRepository P33323 FINISHED
Object CPAN
CPAN is the comprehensive archive and distribution network for Perl modules and libraries, serving as the primary ecosystem for sharing and installing Perl software.
E437217 NE FINISHED

How this triple was built (5 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: CPAN | Statement: [Perl, standardPackageRepository, CPAN]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CPAN
Context triple: [Perl, standardPackageRepository, CPAN]
  • A. Perl
    Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
  • B. CRAN
    CRAN is the Comprehensive R Archive Network, a primary repository for R packages, source code, and documentation used by the R programming community.
  • C. GitHub Packages
    GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
  • D. Python Package Index
    The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
  • E. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • 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: CPAN
Triple: [Perl, standardPackageRepository, CPAN]
Generated description
CPAN is the comprehensive archive and distribution network for Perl modules and libraries, serving as the primary ecosystem for sharing and installing Perl software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CPAN
Target entity description: CPAN is the comprehensive archive and distribution network for Perl modules and libraries, serving as the primary ecosystem for sharing and installing Perl software.
  • A. Perl
    Perl is a high-level, general-purpose programming language known for its powerful text-processing capabilities and use in system administration, web development, and scripting.
  • B. CRAN
    CRAN is the Comprehensive R Archive Network, a primary repository for R packages, source code, and documentation used by the R programming community.
  • C. GitHub Packages
    GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
  • D. Python Package Index
    The Python Package Index (PyPI) is the central online repository where developers publish and download open-source Python software packages.
  • E. Programming Perl
    Programming Perl is a comprehensive reference and tutorial book on the Perl programming language, co-authored by its creator Larry Wall and often regarded as the definitive guide for Perl programmers.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: standardPackageRepository
Context triple: [Perl, standardPackageRepository, CPAN]
  • A. hasPackageRepository
    Indicates that an entity is associated with or provides access to a specific software package repository.
  • B. defaultPackageManager
    Indicates that one entity is designated as the primary or standard package manager used by another entity or system.
  • C. defaultPackageFormat
    Indicates the standard or primary packaging format that is used by default for an item or distribution.
  • D. officialRepositoryFor chosen
    Indicates that one entity serves as the primary, authoritative repository or source for another entity.
  • E. includesPackage
    Indicates that one entity contains or comes bundled with a particular package as part of its composition or offering.
  • F. None of above.

Provenance (6 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554ca5208190ba2661616dcf071c completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
PD Predicate disambiguation batch_69b34f5eabe88190a12b244ea71e46d6 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:30 p.m.