Triple

T8414425
Position Surface form Disambiguated ID Type / Status
Subject GNU userland E198698 entity
Predicate includesComponent P1393 FINISHED
Object GNU Readline
GNU Readline is a software library that provides line-editing, history, and interactive command input capabilities for command-line interfaces and shells.
E732943 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: GNU Readline | Statement: [GNU userland, includesComponent, GNU Readline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GNU Readline
Context triple: [GNU userland, includesComponent, GNU Readline]
  • A. ncurses
    ncurses is a programming library that provides a text-based user interface framework for terminal applications, enabling windowing, colors, and keyboard handling in character-cell environments.
  • B. GNU Emacs
    GNU Emacs is a highly extensible, customizable text editor and computing environment that serves as a flagship project of the GNU system and the free software movement.
  • C. GNU Screen
    GNU Screen is a terminal multiplexer that allows users to manage multiple shell sessions within a single terminal window, detach and reattach sessions, and persist processes across logins.
  • D. Bravo text editor
    Bravo text editor was an early WYSIWYG word processing program developed at Xerox PARC that pioneered many modern graphical text-editing concepts.
  • E. 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.
  • 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: GNU Readline
Triple: [GNU userland, includesComponent, GNU Readline]
Generated description
GNU Readline is a software library that provides line-editing, history, and interactive command input capabilities for command-line interfaces and shells.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GNU Readline
Target entity description: GNU Readline is a software library that provides line-editing, history, and interactive command input capabilities for command-line interfaces and shells.
  • A. ncurses
    ncurses is a programming library that provides a text-based user interface framework for terminal applications, enabling windowing, colors, and keyboard handling in character-cell environments.
  • B. GNU Emacs
    GNU Emacs is a highly extensible, customizable text editor and computing environment that serves as a flagship project of the GNU system and the free software movement.
  • C. GNU Screen
    GNU Screen is a terminal multiplexer that allows users to manage multiple shell sessions within a single terminal window, detach and reattach sessions, and persist processes across logins.
  • D. Bravo text editor
    Bravo text editor was an early WYSIWYG word processing program developed at Xerox PARC that pioneered many modern graphical text-editing concepts.
  • E. 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.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb83e328cc8190b3b038005d0bb66f completed March 31, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce032a25ec819094c6346eb2a7f973 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0781859c8190bb92f41c00af459b completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce089d09c08190ba321aed4044a862 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:06 p.m.