Pith Number

pith:SQOT3UAK

pith:2025:SQOT3UAKX3AC2YV2UDRPYYOVCA

not attested not anchored not stored refs pending

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models

Yilun Zhang

arxiv:2507.00653 v1 · 2025-07-01 · cs.LG · 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{SQOT3UAKX3AC2YV2UDRPYYOVCA}

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

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering

Receipt and verification

First computed	2026-07-05T11:30:12.351018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

941d3dd00abec02d62baa0e2fc61d5101e55b23b8c0bc0ed917233ecaacb9346

Aliases

arxiv: 2507.00653 · arxiv_version: 2507.00653v1 · doi: 10.48550/arxiv.2507.00653 · pith_short_12: SQOT3UAKX3AC · pith_short_16: SQOT3UAKX3AC2YV2 · pith_short_8: SQOT3UAK

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/SQOT3UAKX3AC2YV2UDRPYYOVCA \
  | 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: 941d3dd00abec02d62baa0e2fc61d5101e55b23b8c0bc0ed917233ecaacb9346

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d41cac8d978d8bb1e55b335a4d98ec47177f60b023a1a829ec40e3c1c22c8f70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-01T10:51:18Z",
    "title_canon_sha256": "84df9ed024e6f143187f496263d7e4e54ccd49f5c6acceb5ae1a8e2f4a7fbd53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00653",
    "kind": "arxiv",
    "version": 1
  }
}