Pith Number

pith:PZCG2XIT

pith:2026:PZCG2XITCRZ36YMYS355TMNTWB

not attested not anchored not stored refs pending

Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering

Huifan Gao, Liuhua He, Shenbao Yu, Shengchao Qin, Weidi Sun, Yifeng Zeng, Yinghui Pan

arxiv:2606.06214 v1 · 2026-06-04 · cs.SE · 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{PZCG2XITCRZ36YMYS355TMNTWB}

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.

Receipt and verification

First computed	2026-06-05T01:15:38.034349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e446d5d131473bf619896fbd9b1b3b044a7d25668ad2327e9a617d9ddaa366f

Aliases

arxiv: 2606.06214 · arxiv_version: 2606.06214v1 · doi: 10.48550/arxiv.2606.06214 · pith_short_12: PZCG2XITCRZ3 · pith_short_16: PZCG2XITCRZ36YMY · pith_short_8: PZCG2XIT

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/PZCG2XITCRZ36YMYS355TMNTWB \
  | 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: 7e446d5d131473bf619896fbd9b1b3b044a7d25668ad2327e9a617d9ddaa366f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "600e61754959baaef8d4a6624abc40ce8593a93a14dafbef70b809645f345689",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-04T14:24:14Z",
    "title_canon_sha256": "d5c765cc27ac6fa7228b1144de6fcf708febd4274267c7108299fe75fc1172a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06214",
    "kind": "arxiv",
    "version": 1
  }
}