Triple

T19703373
Position Surface form Disambiguated ID Type / Status
Subject Atom package registry E473150 entity
Predicate integratedWith P2830 FINISHED
Object apm (Atom Package Manager)
apm (Atom Package Manager) is the command-line tool used to install, manage, and publish packages for the Atom text editor.
 E473150 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: apm (Atom Package Manager) | Statement: [Atom package registry, integratedWith, apm (Atom Package Manager)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: apm (Atom Package Manager)
Context triple: [Atom package registry, integratedWith, apm (Atom Package Manager)]
  • A. 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.
  • B. MELPA
    MELPA is a popular community-maintained package repository for the Emacs text editor, offering a large collection of third-party extensions and tools.
  • C. APM
    APM is a major U.S. public radio producer and distributor known for creating and syndicating nationally recognized programs and podcasts.
  • D. APM
    APM is a legacy disk partitioning scheme developed by Apple for organizing volumes on classic Mac OS and early macOS systems.
  • E. 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.
  • 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: apm (Atom Package Manager)
Triple: [Atom package registry, integratedWith, apm (Atom Package Manager)]
Generated description
apm (Atom Package Manager) is the command-line tool used to install, manage, and publish packages for the Atom text editor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: apm (Atom Package Manager)
Target entity description: apm (Atom Package Manager) is the command-line tool used to install, manage, and publish packages for the Atom text editor.
  • A. Atom package registry chosen
    Atom package registry is the online repository where developers publish and share extensions and packages that enhance the functionality of the Atom text editor.
  • B. MELPA
    MELPA is a popular community-maintained package repository for the Emacs text editor, offering a large collection of third-party extensions and tools.
  • C. APM
    APM is a major U.S. public radio producer and distributor known for creating and syndicating nationally recognized programs and podcasts.
  • D. APM
    APM is a legacy disk partitioning scheme developed by Apple for organizing volumes on classic Mac OS and early macOS systems.
  • E. 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.
  • F. None of above.

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_69d8e516dd048190a0b6c93ea3e71f58 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e642b8707081908fbf96c989d2d52d completed April 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ab98bda48190b61ac274459954bd completed May 15, 2026, 11:26 p.m.
NEDg Description generation batch_6a07acc9e5488190ba55f47af118fca2 completed May 15, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_6a07ad8aefc4819098768025121123ba completed May 15, 2026, 11:34 p.m.
Created at: April 10, 2026, 1:46 p.m.