Pith Number

pith:23XIM2IY

pith:2024:23XIM2IYECXJGFTFDWVE2S4ZRR

not attested not anchored not stored refs pending

HARP: Hesitation-Aware Reframing in Transformer Inference Pass

Romain Stora\"i, Seung-won Hwang

arxiv:2412.07282 v2 · 2024-12-10 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{23XIM2IYECXJGFTFDWVE2S4ZRR}

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	2026-07-05T11:09:05.050740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6ee86691820ae9316651daa4d4b998c4fd79adbfe34385be6d58ba99117fe76

Aliases

arxiv: 2412.07282 · arxiv_version: 2412.07282v2 · doi: 10.48550/arxiv.2412.07282 · pith_short_12: 23XIM2IYECXJ · pith_short_16: 23XIM2IYECXJGFTF · pith_short_8: 23XIM2IY

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/23XIM2IYECXJGFTFDWVE2S4ZRR \
  | 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: d6ee86691820ae9316651daa4d4b998c4fd79adbfe34385be6d58ba99117fe76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ff7488fa84b8b20614e87b7681c0b50a734cedac6552dc903daf4fc1b2c4bad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-10T08:12:22Z",
    "title_canon_sha256": "74f42b12abf92b8285f5cb7ff61bcc6b1029453c62e36a6a2c310b64694bc75a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07282",
    "kind": "arxiv",
    "version": 2
  }
}