Pith Number

pith:RTDXBYKL

pith:2026:RTDXBYKL5STVXKN24ZVCK55ESE

not attested not anchored not stored refs pending

Learning to Diagnose and Correct Errors: Towards Moral Sensitivity Acquisition in Large Language Models

Bocheng Chen, Guangliang Liu, Haitao Mao, Han Zi, Kristen Johnson, Xi Chen, Xitong Zhang, Zimo Qi

arxiv:2601.03079 v4 · 2026-01-06 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RTDXBYKL5STVXKN24ZVCK55ESE}

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	2026-05-27T01:04:54.539311Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cc770e14beca75ba9bae66a2577a49129e073a6121a131330939ff1c1e7433f

Aliases

arxiv: 2601.03079 · arxiv_version: 2601.03079v4 · doi: 10.48550/arxiv.2601.03079 · pith_short_12: RTDXBYKL5STV · pith_short_16: RTDXBYKL5STVXKN2 · pith_short_8: RTDXBYKL

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/RTDXBYKL5STVXKN24ZVCK55ESE \
  | 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: 8cc770e14beca75ba9bae66a2577a49129e073a6121a131330939ff1c1e7433f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75eca94a589dab2ce4fa3a5056e2320e88b24254f62a912601e096900aff6c97",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-01-06T15:09:05Z",
    "title_canon_sha256": "8e01d572df82db4376e24c2e36f549523aa71c44482149d9f020bb7406fd82b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.03079",
    "kind": "arxiv",
    "version": 4
  }
}