Pith Number

pith:HBJXVXWG

pith:2024:HBJXVXWGHB7XU3RKYG3WTYCAYI

not attested not anchored not stored refs pending

Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks

Hehai Lin, Heng Ji, Jiayi He, Qingyun Wang, Yi Fung

arxiv:2410.04055 v3 · 2024-10-05 · 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{HBJXVXWGHB7XU3RKYG3WTYCAYI}

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

1 paper in Pith

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding

Receipt and verification

First computed	2026-07-05T11:16:29.799795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38537adec6387f7a6e2ac1b769e040c2063b6b77ba5901ecbfb2fcb22ece2f8d

Aliases

arxiv: 2410.04055 · arxiv_version: 2410.04055v3 · doi: 10.48550/arxiv.2410.04055 · pith_short_12: HBJXVXWGHB7X · pith_short_16: HBJXVXWGHB7XU3RK · pith_short_8: HBJXVXWG

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/HBJXVXWGHB7XU3RKYG3WTYCAYI \
  | 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: 38537adec6387f7a6e2ac1b769e040c2063b6b77ba5901ecbfb2fcb22ece2f8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c5121ba3906d920cf5cef838cbcae8656fdd5d5f971aadd20a325ca322749ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-05T06:28:54Z",
    "title_canon_sha256": "2fdd0aaab271c41304d847eadab4db3277636e61eaf66ef354064ee94773df96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.04055",
    "kind": "arxiv",
    "version": 3
  }
}