Pith Number

pith:3YQNNJPH

pith:2024:3YQNNJPHKA3CWXCKIFHBXITEOE

not attested not anchored not stored refs pending

Recursive Chain-of-Feedback Prevents Performance Degradation from Redundant Prompting

Jinwoo Ahn, Kyuseung Shin

arxiv:2402.02648 v2 · 2024-02-05 · 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{3YQNNJPHKA3CWXCKIFHBXITEOE}

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

Memory makes computation universal, remember?

Receipt and verification

First computed	2026-07-05T07:50:55.291485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de20d6a5e750362b5c4a414e1ba264710085295fa7cbec531133759b787eae98

Aliases

arxiv: 2402.02648 · arxiv_version: 2402.02648v2 · doi: 10.48550/arxiv.2402.02648 · pith_short_12: 3YQNNJPHKA3C · pith_short_16: 3YQNNJPHKA3CWXCK · pith_short_8: 3YQNNJPH

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/3YQNNJPHKA3CWXCKIFHBXITEOE \
  | 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: de20d6a5e750362b5c4a414e1ba264710085295fa7cbec531133759b787eae98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4b1c3254bb8b7f3232a8d0b0e4e761f113faa0c9e012b271814eed722e20f2a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-05T00:44:28Z",
    "title_canon_sha256": "1abafecb47e97e52394da1a604984738b0cc360c102e3d77d8cbdad907ed3608"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02648",
    "kind": "arxiv",
    "version": 2
  }
}