Triple

T10826699
Position Surface form Disambiguated ID Type / Status
Subject Perl community E255513 entity
Predicate maintains P1580 FINISHED
Object CPAN Testers
CPAN Testers is a volunteer-driven testing infrastructure that automatically tests Perl modules uploaded to CPAN across diverse platforms and configurations, helping ensure their quality and reliability.
E887844 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: CPAN Testers | Statement: [Perl community, maintains, CPAN Testers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CPAN Testers
Context triple: [Perl community, maintains, CPAN Testers]
  • A. 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.
  • B. Perl Mongers
    Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
  • C. Hackage
    Hackage is the central online package repository and distribution platform for the Haskell programming language’s libraries and tools.
  • D. 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.
  • E. R-Forge
    R-Forge is an online development and collaboration platform for R projects, providing tools for version control, bug tracking, and package building.
  • 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 Testers
Triple: [Perl community, maintains, CPAN Testers]
Generated description
CPAN Testers is a volunteer-driven testing infrastructure that automatically tests Perl modules uploaded to CPAN across diverse platforms and configurations, helping ensure their quality and reliability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CPAN Testers
Target entity description: CPAN Testers is a volunteer-driven testing infrastructure that automatically tests Perl modules uploaded to CPAN across diverse platforms and configurations, helping ensure their quality and reliability.
  • A. 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.
  • B. Perl Mongers
    Perl Mongers is a worldwide network of user groups dedicated to supporting and promoting the Perl programming language and its community.
  • C. Hackage
    Hackage is the central online package repository and distribution platform for the Haskell programming language’s libraries and tools.
  • D. 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.
  • E. R-Forge
    R-Forge is an online development and collaboration platform for R projects, providing tools for version control, bug tracking, and package building.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d1c24881909f56d56207cccbef completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8592d8f08190ac577395ad7cc557 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8955b9d8819086ff98efbff6c7a0 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f4a318c819086559fd53506ab29 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:19 p.m.