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load_ground_truth

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

load_ground_truth appears in the code Syntology harvested for 10 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 5 of the papers; 0 of the code bodies carry 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 load_ground_truth 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 2 of the 7 distinct code bodies named load_ground_truth; 5 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
1ran · our draft was wrong
0ran · fixture could not drive it
1ran
5unverified
0fingerprinted

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

10 papers shown of 10, 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 4 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
SAILOR: Solver-Assisted Interactive LLM-based Optimization Recovery added by Syntology 2026-09 (from id) sshaghayeghs/SAILOR/ast_solver/pipeline.py cf4530ca628192cf unverified no licence file found · pointer only
Online Safety Monitoring for LLMs added by Syntology 2026-07 (from id) monasch/llm-monitor/python_scripts/get_signal_prm.py 35a984834e874c85 ran MIT (permissive)
TimeTox: An LLM-Based Pipeline for Automated Extraction of Time Toxicity from Clinical Trial Protocols added by Syntology 2026-03 (from id) sakethbuild/TimeTox/agent_comparison.py acc5b9353a83890b unverified no licence file found · pointer only
RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction added by Syntology 2026-01 (from id) AvatarMemory/RealMemBench/eval/compute_llm_metrics_for_realmem.py e78cd2d9a3dd4718 unverified Apache-2.0 (permissive)
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement 16 Jun 2025 ag2ai/SimpleDoc/evaluation/evaluate_responses.py a60837f27b20ddec unverified no licence file found · pointer only
Introducing Competition to Boost the Transferability of Targeted Adversarial Examples through Clean Feature Mixup 24 May 2023 dreamflake/cfm/eval_attacks.py 9e4f4d7edbf00ba0 ran · our draft was wrong MIT (permissive)
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation 12 Oct 2022 sclbd/transfer_attack_rap/rap_attack.py 9e4f4d7edbf00ba0 ran · our draft was wrong no licence file found · pointer only
On Generating Transferable Targeted Perturbations 26 Mar 2021 ZhengyuZhao/Targeted-Tansfer/eval_ensemble.py 9e4f4d7edbf00ba0 ran · our draft was wrong MIT (permissive)
On Success and Simplicity: A Second Look at Transferable Targeted Attacks 21 Dec 2020 identical code first harvested elsewhere 9e4f4d7edbf00ba0 ran · our draft was wrong licence of this copy not recorded
arXiv:aaai_25576 LHRLAB/NQE/src/new_evaluation/iter_qe_evaluation.py d9f1fd0bfa8bd9f3 unverified 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