Pith Number

pith:KIERGE5Z

pith:2024:KIERGE5ZX5PZVQKYUTBMGPUAN7

not attested not anchored not stored refs pending

Token-Budget-Aware LLM Reasoning

Chunrong Fang, Shiqing Ma, Shiyu Zhao, Tingxu Han, Zhenting Wang, Zhenyu Chen

arxiv:2412.18547 v5 · 2024-12-24 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KIERGE5ZX5PZVQKYUTBMGPUAN7}

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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

17 papers in Pith

The Harness Effect: How Orchestration Design Sets the Token Economics of Enterprise Agentic AI

How Much Thinking is Enough? Quantifying and Understanding Redundancy in LLM Reasoning

Token-Operations-Oriented Inference Optimization Techniques for Large Models

Trading Human Curation for Synthetic Augmentation in RLVR

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T11:14:01.301075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52091313b9bf5f9ac158a4c2c33e806fd39cfbcb6ba84936ecdf38a898af6f6e

Aliases

arxiv: 2412.18547 · arxiv_version: 2412.18547v5 · doi: 10.48550/arxiv.2412.18547 · pith_short_12: KIERGE5ZX5PZ · pith_short_16: KIERGE5ZX5PZVQKY · pith_short_8: KIERGE5Z

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/KIERGE5ZX5PZVQKYUTBMGPUAN7 \
  | 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: 52091313b9bf5f9ac158a4c2c33e806fd39cfbcb6ba84936ecdf38a898af6f6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22097ab5bef7ac1821a1c158ca0468ceb194ddd181fcf56af4017a8535f7fe3e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-24T16:55:45Z",
    "title_canon_sha256": "79aab1c0b6849086765f2bf7efadd76031282fd04de325c5e2c1068d8ce443cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18547",
    "kind": "arxiv",
    "version": 5
  }
}