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.