Triple
T11958228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Bison |
E284604
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
GNU ecosystem
The GNU ecosystem is a comprehensive collection of free and open-source software projects, tools, and libraries developed under the GNU Project to provide a complete, Unix-like operating system and development environment.
|
E10329
|
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 ecosystem | Statement: [GNU Bison, partOf, GNU ecosystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNU ecosystem Context triple: [GNU Bison, partOf, GNU ecosystem]
-
A.
Linux ecosystem
The Linux ecosystem is the broad, collaborative world of Linux-based operating systems, software, communities, and development practices that underpin much of today’s servers, embedded systems, and open-source infrastructure.
-
B.
Apache ecosystem
The Apache ecosystem is a broad collection of open-source software projects under the Apache Software Foundation that provide scalable, enterprise-grade tools for web servers, big data processing, machine learning, and more.
-
C.
Guix System
Guix System is a GNU/Linux distribution built around the GNU Guix functional package manager, emphasizing reproducible, declarative system configuration and software freedom.
-
D.
ESS (Emacs Speaks Statistics)
ESS (Emacs Speaks Statistics) is an Emacs-based add-on package that provides an integrated, script-oriented environment for interactive statistical programming and data analysis, especially with R and other statistical languages.
-
E.
GNU Project
The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
- 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 ecosystem Triple: [GNU Bison, partOf, GNU ecosystem]
Generated description
The GNU ecosystem is a comprehensive collection of free and open-source software projects, tools, and libraries developed under the GNU Project to provide a complete, Unix-like operating system and development environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNU ecosystem Target entity description: The GNU ecosystem is a comprehensive collection of free and open-source software projects, tools, and libraries developed under the GNU Project to provide a complete, Unix-like operating system and development environment.
-
A.
Linux ecosystem
The Linux ecosystem is the broad, collaborative world of Linux-based operating systems, software, communities, and development practices that underpin much of today’s servers, embedded systems, and open-source infrastructure.
-
B.
Apache ecosystem
The Apache ecosystem is a broad collection of open-source software projects under the Apache Software Foundation that provide scalable, enterprise-grade tools for web servers, big data processing, machine learning, and more.
-
C.
Guix System
Guix System is a GNU/Linux distribution built around the GNU Guix functional package manager, emphasizing reproducible, declarative system configuration and software freedom.
-
D.
ESS (Emacs Speaks Statistics)
ESS (Emacs Speaks Statistics) is an Emacs-based add-on package that provides an integrated, script-oriented environment for interactive statistical programming and data analysis, especially with R and other statistical languages.
-
E.
GNU Project
chosen
The GNU Project is a free software initiative that created many core components of the GNU/Linux operating system and pioneered the modern free software movement.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903681a00819098c2b5260e2ef834 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459210d1c8190953cd01da3d2ad04 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:45 p.m.