Pith Number

pith:WCS4PX7I

pith:2025:WCS4PX7IKL3OJDBRK43AMXSLS2

not attested not anchored not stored refs pending

INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling

Baixuan Xu, Chunkit Chan, Chunyang Li, Haochen Shi, Qiang Yang, Tao Fan, Tianshi Zheng, Weiqi Wang, Yangqiu Song

arxiv:2505.16303 v1 · 2025-05-22 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WCS4PX7IKL3OJDBRK43AMXSLS2}

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	2026-07-05T11:07:33.001052Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0a5c7dfe852f6e48c315736065e4b96b151e779a3442ddf13834e6f8bff039f

Aliases

arxiv: 2505.16303 · arxiv_version: 2505.16303v1 · doi: 10.48550/arxiv.2505.16303 · pith_short_12: WCS4PX7IKL3O · pith_short_16: WCS4PX7IKL3OJDBR · pith_short_8: WCS4PX7I

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/WCS4PX7IKL3OJDBRK43AMXSLS2 \
  | 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: b0a5c7dfe852f6e48c315736065e4b96b151e779a3442ddf13834e6f8bff039f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a09d9f8d63c72362b27ef307f18d722da126a451d029a3dd8b4fe6d2e7413551",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-22T06:56:51Z",
    "title_canon_sha256": "a629cb4801deb37b5835156a450cbbdf9996e4780f9c531f0caba9a57acf15ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16303",
    "kind": "arxiv",
    "version": 1
  }
}