Triple

T17521892
Position Surface form Disambiguated ID Type / Status
Subject Posit PBC E426694 entity
Predicate product P490 FINISHED
Object Posit Package Manager
Posit Package Manager is a repository management tool designed to provide curated, reproducible access to R and Python packages for organizations using Posit’s data science ecosystem.
 E1274406 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: Posit Package Manager | Statement: [Posit PBC, product, Posit Package Manager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Posit Package Manager
Context triple: [Posit PBC, product, Posit Package Manager]
  • A. Portage package manager
    Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
  • B. Synaptic Package Manager
    Synaptic Package Manager is a graphical front-end for the APT system on Debian-based Linux distributions, allowing users to manage software packages through an intuitive GUI.
  • C. Atom package registry
    Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
  • D. Muon Package Manager (historically)
    Muon Package Manager is a graphical software management tool historically used in Kubuntu to browse, install, and update packages on Debian-based systems.
  • E. Swift Package Manager
    Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
  • 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: Posit Package Manager
Triple: [Posit PBC, product, Posit Package Manager]
Generated description
Posit Package Manager is a repository management tool designed to provide curated, reproducible access to R and Python packages for organizations using Posit’s data science ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Posit Package Manager
Target entity description: Posit Package Manager is a repository management tool designed to provide curated, reproducible access to R and Python packages for organizations using Posit’s data science ecosystem.
  • A. Portage package manager
    Portage is Gentoo Linux’s source-based package management system that automates compiling, installing, and updating software with highly customizable build options.
  • B. Synaptic Package Manager
    Synaptic Package Manager is a graphical front-end for the APT system on Debian-based Linux distributions, allowing users to manage software packages through an intuitive GUI.
  • C. Atom package registry
    Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
  • D. Muon Package Manager (historically)
    Muon Package Manager is a graphical software management tool historically used in Kubuntu to browse, install, and update packages on Debian-based systems.
  • E. Swift Package Manager
    Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d2f79881909556894728e255ab completed April 19, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c9452ab08190a0539964b1b90f86 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01cabea2b48190a690b17a88d45b40 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cefa08f8819086cb86ce22193baa completed May 11, 2026, 12:43 p.m.
Created at: April 10, 2026, 5:49 a.m.