Triple

T7937588
Position Surface form Disambiguated ID Type / Status
Subject DNF E184321 entity
Predicate usesLibrary P4791 FINISHED
Object libsolv
libsolv is a dependency resolver library originally developed for openSUSE that provides fast and robust package dependency solving for Linux package managers.
 E699700 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: libsolv | Statement: [DNF, usesLibrary, libsolv]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: libsolv
Context triple: [DNF, usesLibrary, libsolv]
  • A. Sabayon Linux
    Sabayon Linux is a user-friendly, preconfigured Linux distribution based on Gentoo that offers an easy installation experience with a wide selection of ready-to-use software.
  • B. Flatpak
    Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
  • C. Almquist shell
    The Almquist shell (ash) is a lightweight, Bourne-compatible Unix shell known for its small size and suitability for use in system utilities and embedded environments.
  • D. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • E. libsodium
    libsodium is a modern, easy-to-use, cross-platform cryptographic library that provides high-level APIs for encryption, authentication, and related security operations.
  • 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: libsolv
Triple: [DNF, usesLibrary, libsolv]
Generated description
libsolv is a dependency resolver library originally developed for openSUSE that provides fast and robust package dependency solving for Linux package managers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: libsolv
Target entity description: libsolv is a dependency resolver library originally developed for openSUSE that provides fast and robust package dependency solving for Linux package managers.
  • A. Sabayon Linux
    Sabayon Linux is a user-friendly, preconfigured Linux distribution based on Gentoo that offers an easy installation experience with a wide selection of ready-to-use software.
  • B. Flatpak
    Flatpak is a cross-distribution Linux framework for building, distributing, and running sandboxed desktop applications.
  • C. Almquist shell
    The Almquist shell (ash) is a lightweight, Bourne-compatible Unix shell known for its small size and suitability for use in system utilities and embedded environments.
  • D. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • E. libsodium
    libsodium is a modern, easy-to-use, cross-platform cryptographic library that provides high-level APIs for encryption, authentication, and related security operations.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3aef2394819086eea1f6ab117aed completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c0a96ac819099ad30fb925eb329 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb7634f4dc8190b5e537f24bccd651 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb67e77a48190b93c6ba61becfac4 completed March 31, 2026, 11:56 a.m.
Created at: March 30, 2026, 5:08 p.m.