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get_instruction

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

get_instruction appears in the code Syntology harvested for 10 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 get_instruction 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 get_instruction; 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
0ran · fixture could not drive it
4ran
7unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 5 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

10 papers shown of 10, 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; 1 papers have no page here and are shown by arXiv id only. 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
SHELF: A Synthetic Harness for Multi-Task Bibliographic Benchmarking added by Syntology 2026-09 (from id) mjbommar/shelf-benchmark/src/shelf/evaluate/instructions.py 8e7ef1fe35d19eb3 unverified licence not identified · pointer only
Cultural Learning-Based Culture Adaptation of Language Models 3 Apr 2025 ukplab/arxiv2025-clca/CLCA/llm_roleplay/common/generate_scenarios.py 5354bbb24cabe7bb unverified Apache-2.0 (permissive)
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments 17 Jun 2024 cambridgeltl/zepo/zepo.py 902f7af3019415e0 unverified MIT (permissive)
Instruction Tuning With Loss Over Instructions 23 May 2024 ZhengxiangShi/InstructionModelling/src/generate.py 88c99652268092f3 ran no licence file found · pointer only
Unlocking the Potential of Large Language Models for Explainable Recommendations 25 Dec 2023 godfire66666/llm_rec_explanation/src/gen_compare_result/gen_compare_test_all.py af70d8fb79d3c260 ran fingerprinted no licence file found · pointer only
FIRE: Food Image to REcipe generation 28 Aug 2023 prateekchhikara/fire/ingredients/build_vocab.py 5df75078e59cecb3 ran no licence file found · pointer only
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models 22 May 2023 rucaibox/ievalm-crs/script/ask.py c0900257616e5ccb unverified MIT (permissive)
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models 22 May 2023 rucaibox/ievalm-crs/script/chat.py 8cfed84e6fae7269 unverified MIT (permissive)
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization 18 Nov 2021 salesforce/auditnlg/src/auditnlg/factualness/utils.py e8bd306b2dea16ca unverified BSD-3-Clause (permissive)
Grounding Language to Autonomously-Acquired Skills via Goal Generation 12 Jun 2020 akakzia/decstr/rl_modules/language_models.py 52528acbf7b146d7 ran · metamorphic tier: deterministic no licence file found · pointer only
arXiv:2025.findings-acl.605 ytyz1307zzh/RefAug/src/model/inference.py 7a35e514cdc2b061 unverified Apache-2.0 (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