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generation

Syntologyentry name in harvested coderead from the graph 2026-09-24

generation appears in the code Syntology harvested for 9 papers, as 7 distinct code bodies found in 10 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named generation do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 6 of the 7 distinct code bodies named generation; 1 is unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
3ran
1unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 7 of the 10 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

9 papers shown of 9, newest first; 10 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
The Granularity Gap: A Multi-Dimensional Cross-Generational Audit of Sycophancy in Gemini Models added by Syntology 2026-06 (from id) pskeough/The-Granularity-Gap/pipeline/00_build_sample.py f2b3b8f94cfdd5e8 ran fingerprinted licence not identified · pointer only
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective 8 May 2025 uqhwen2/fccm/CMNIST/fccm.py edcc2cb680388d24 ran · honoured contract no licence file found · pointer only
Periodic Materials Generation using Text-Guided Joint Diffusion Model 1 Mar 2025 kdmsit/TGDMat/csp_task/evaluate.py 5d418b6dcded34ba unverified MIT (permissive)
M3DBench: Let's Instruct Large Models with Multi-modal 3D Prompts 17 Dec 2023 OpenM3D/M3DBench/models/llm_decoder/generation_utils.py ffbc06852635802f ran no licence file found · pointer only
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning 30 Nov 2023 open3da/ll3da/models/ll3da/generation_utils.py ffbc06852635802f ran MIT (permissive)
Learning to Compute Gröbner Bases 21 Nov 2023 HiroshiKERA/transformer-groebner/src/evaluation/generation.py f469b8d56291d428 ran no licence file found · pointer only
Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling 4 Aug 2023 identical code first harvested elsewhere 2c52dde33acf320d ran · our draft was wrong licence of this copy not recorded
Black-Box Batch Active Learning for Regression 17 Feb 2023 identical code first harvested elsewhere edcc2cb680388d24 ran · honoured contract licence of this copy not recorded
Black-Box Batch Active Learning for Regression 17 Feb 2023 uqhwen2/MACAL/TOY/ExactGPR_Sim.py c7e225a53d449976 ran · honoured contract no licence file found · pointer only
Crystal Diffusion Variational Autoencoder for Periodic Material Generation 12 Oct 2021 txie-93/cdvae/scripts/evaluate.py 2c52dde33acf320d ran · our draft was wrong MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections