Pith Number

pith:CQJOFFPJ

pith:2026:CQJOFFPJNR6FSHV2ESM3J46KLC

not attested not anchored not stored refs pending

ESC: Emotional Self-Correction for Reliable Vision-Language Models

Cuong Tuan Nguyen, Dat Nguyen, Hoang M. Le, Hung Viet Nguyen, Huy Nguyen Minh Nhat, Minh-Nhat Nguyen, Min Xu, Nguyen Nhat Huy, Phat Kim Huynh, Thanh-Huy Nguyen, Tien-Huy Nguyen, Ulas Bagci

arxiv:2607.02089 v1 · 2026-07-01 · cs.CV · cs.AI · cs.CL · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CQJOFFPJNR6FSHV2ESM3J46KLC}

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	2026-07-03T01:17:41.960234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1412e295e96c7c591eba2499b4f3ca58902dadbadcb16ecf76ea98e7b9413b66

Aliases

arxiv: 2607.02089 · arxiv_version: 2607.02089v1 · doi: 10.48550/arxiv.2607.02089 · pith_short_12: CQJOFFPJNR6F · pith_short_16: CQJOFFPJNR6FSHV2 · pith_short_8: CQJOFFPJ

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/CQJOFFPJNR6FSHV2ESM3J46KLC \
  | 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: 1412e295e96c7c591eba2499b4f3ca58902dadbadcb16ecf76ea98e7b9413b66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a37ac115271dc32ccdf7fed65e3a15f25ab43f4b679a25271d51fb1d8ad87869",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-01T14:25:43Z",
    "title_canon_sha256": "0793e482b44f4d60747a889d0876f2e6fee6983c259a4248353418a246dc2580"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02089",
    "kind": "arxiv",
    "version": 1
  }
}