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.