Pith Number

pith:MML2K3OF

pith:2024:MML2K3OFUDKKI7BRH2YTWZA7DF

not attested not anchored not stored refs pending

EVOR: Evolving Retrieval for Code Generation

Boao Shi, Che Liu, Haoyuan Wu, Hongjin Su, Qian Liu, Shuyang Jiang, Tao Yu, Yuhang Lai

arxiv:2402.12317 v2 · 2024-02-19 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MML2K3OFUDKKI7BRH2YTWZA7DF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

7 papers in Pith

Shift-Left High-Level Synthesis Verification via Knowledge-Augmented LLM Agent

SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models

Where Relevance Emerges: A Layer-Wise Study of Internal Attention for Zero-Shot Re-Ranking

Retrieval-Augmented Generation for AI-Generated Content: A Survey

When Retrieval Hurts Code Completion: A Diagnostic Study of Stale Repository Context

Receipt and verification

First computed	2026-07-05T09:43:27.409454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6317a56dc5a0d4a47c313eb13b641f197d7e6e0e57cfe617457e610504058e5f

Aliases

arxiv: 2402.12317 · arxiv_version: 2402.12317v2 · doi: 10.48550/arxiv.2402.12317 · pith_short_12: MML2K3OFUDKK · pith_short_16: MML2K3OFUDKKI7BR · pith_short_8: MML2K3OF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MML2K3OFUDKKI7BRH2YTWZA7DF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6317a56dc5a0d4a47c313eb13b641f197d7e6e0e57cfe617457e610504058e5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ca4fd5b9ffecfa4b3d9f93a0c2128d6752544436057b450025a2af6f7bcc4c1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-19T17:37:28Z",
    "title_canon_sha256": "b4f336d2e9ac877f26dd1af198cd63bafb9b7da5439adf5908a45fe9f9184a29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12317",
    "kind": "arxiv",
    "version": 2
  }
}