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query

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

query appears in the code Syntology harvested for 11 papers, as 11 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 4 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 query 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 4 of the 11 distinct code bodies named query; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
2ran · fixture could not drive it
2ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 11 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

11 papers shown of 11, newest first; 11 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
Advances in LLM Reasoning Enable Flexibility in Clinical Problem-Solving added by Syntology 2026-01 (from id) bernardolab/mARC-Reasoning/evaluate_from_api.py e8acc225e775317a unverified Apache-2.0 (permissive)
A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint 27 Mar 2024 xiaofeng-life/sfsnid/task_SFSNiD/train_SFSNiD_semi_supervised.py 71d44f079297c28a ran fingerprinted no licence file found · pointer only
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions 1 Jan 2024 Xt-cyh/CoDI-Eval/utils/query_huggingface.py aa85076767ed9c7a ran no licence file found · pointer only
The Philosopher's Stone: Trojaning Plugins of Large Language Models 2023-12 (from id) chichidd/llm-lora-trojan/polished_query.py 6be099782a45aa78 unverified Apache-2.0 (permissive)
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks 26 Apr 2023 AGMoller/worker_vs_gpt/src/worker_vs_gpt/hf_inference.py 45c45b78efe4b52b unverified MIT (permissive)
DISCO: Distilling Counterfactuals with Large Language Models 20 Dec 2022 eric11eca/disco/distiller/db.py de9b161971667f91 unverified MIT (permissive)
Multitask Prompted Training Enables Zero-Shot Task Generalization 15 Oct 2021 ukplab/arxiv2022-context-injection-stance/src/retrieve/retrieve_t0pp_context.py 279ad86d58c62ffb unverified Apache-2.0 (permissive)
Zero-Cost Operation Scoring in Differentiable Architecture Search 12 Jun 2021 zerocostptnas/zerocost_operation_score/nasbench201/networks_proposal.py 868f9ec838a3822b unverified MIT (permissive)
BioBERT: a pre-trained biomedical language representation model for biomedical text mining 25 Jan 2019 dmis-lab/bern/utils.py 63af112374694328 unverified BSD-2-Clause (permissive)
Improving Similarity Search with High-dimensional Locality-sensitive Hashing 5 Dec 2018 tian-kun/Fly-LSH/unsupervised.py c342316823ebedf1 ran · fixture could not drive it MIT (permissive)
Hyperparameter Optimization: A Spectral Approach 2 Jun 2017 callowbird/Harmonica/samplings.py 7dc391fa0102351b ran · fixture could not drive it 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