Pith Number

pith:EGE5PMLF

pith:2025:EGE5PMLFDSDP4V7DFA2JKA4YDS

not attested not anchored not stored refs pending

Distilling the Essence: Efficient Reasoning Distillation via Sequence Truncation

Ata Fatahibaarzi, Hejian Sang, Muhammad Abdul-Mageed, Qingquan Song, Shao Tang, Vignesh Kothapalli, Wei-Rui Chen, Zhipeng Wang

arxiv:2512.21002 v3 · 2025-12-24 · 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{EGE5PMLFDSDP4V7DFA2JKA4YDS}

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

2 papers in Pith

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces

CRISP: Compressed Reasoning via Iterative Self-Policy Distillation

Receipt and verification

First computed	2026-07-01T01:17:44.231064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2189d7b1651c86fe57e328349503981c961211c2709fe4f2bb4a4e663864b06e

Aliases

arxiv: 2512.21002 · arxiv_version: 2512.21002v3 · doi: 10.48550/arxiv.2512.21002 · pith_short_12: EGE5PMLFDSDP · pith_short_16: EGE5PMLFDSDP4V7D · pith_short_8: EGE5PMLF

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/EGE5PMLFDSDP4V7DFA2JKA4YDS \
  | 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: 2189d7b1651c86fe57e328349503981c961211c2709fe4f2bb4a4e663864b06e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2086d7d5220c00c5296519202e8aca56573f70f628f98993ebf98805c5d9648c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-24T06:57:35Z",
    "title_canon_sha256": "410c6478f72f6f5368c6e945bef12bc5dae26d4ca46198adb0e79a582abef08c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.21002",
    "kind": "arxiv",
    "version": 3
  }
}