Triple
T2834239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GNU Automake |
E62311
|
entity |
| Predicate | followsStandard |
P1587
|
FINISHED |
| Object |
GNU coding standards
The GNU coding standards are a set of guidelines that define consistent coding, documentation, and program behavior practices for GNU software and related free software projects.
|
E304438
|
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 coding standards | Statement: [GNU Automake, followsStandard, GNU coding standards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GNU coding standards Context triple: [GNU Automake, followsStandard, GNU coding standards]
-
A.
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.
-
B.
GCC Standardization Organization
The GCC Standardization Organization is a regional body that develops and harmonizes standards and technical regulations for member states of the Gulf Cooperation Council to facilitate trade, safety, and quality.
-
C.
Debian Free Software Guidelines
The Debian Free Software Guidelines are a set of principles that define what constitutes free and open-source software for inclusion in the Debian operating system and have influenced other licensing and open-source definitions.
-
D.
ISO/IEC 9899
ISO/IEC 9899 is the international standard that defines the C programming language’s syntax, semantics, and library.
-
E.
PEP 8
PEP 8 is the official Python style guide that defines conventions for writing readable, consistent Python code.
- 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 coding standards Triple: [GNU Automake, followsStandard, GNU coding standards]
Generated description
The GNU coding standards are a set of guidelines that define consistent coding, documentation, and program behavior practices for GNU software and related free software projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GNU coding standards Target entity description: The GNU coding standards are a set of guidelines that define consistent coding, documentation, and program behavior practices for GNU software and related free software projects.
-
A.
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.
-
B.
GCC Standardization Organization
The GCC Standardization Organization is a regional body that develops and harmonizes standards and technical regulations for member states of the Gulf Cooperation Council to facilitate trade, safety, and quality.
-
C.
Debian Free Software Guidelines
The Debian Free Software Guidelines are a set of principles that define what constitutes free and open-source software for inclusion in the Debian operating system and have influenced other licensing and open-source definitions.
-
D.
ISO/IEC 9899
ISO/IEC 9899 is the international standard that defines the C programming language’s syntax, semantics, and library.
-
E.
PEP 8
PEP 8 is the official Python style guide that defines conventions for writing readable, consistent Python code.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdec18b808190aedae2ed11d53b15 |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8bf82808190a556e22d518f46f7 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afea1732b481909a8df01d80ca1bd4 |
completed | March 10, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b00eff94b481909a4cc08c8494870c |
completed | March 10, 2026, 12:30 p.m. |
Created at: March 6, 2026, 10:01 p.m.