Pith Number

pith:HZZUMPBN

pith:2024:HZZUMPBNIYQCATUK2RZYQQ3E7M

not attested not anchored not stored refs pending

Language hooks: a modular framework for augmenting LLM reasoning that decouples tool usage from the model and its prompt

Christopher Frye, Damien de Mijolla, Mark Worrall, Philippa Duckett, Wen Yang

arxiv:2412.05967 v1 · 2024-12-08 · 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{HZZUMPBNIYQCATUK2RZYQQ3E7M}

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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

1 paper in Pith

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems

Receipt and verification

First computed	2026-07-05T09:46:12.309295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e73463c2d4620204e8ad473884364fb1e22a88a196833b25914de3ea2385522

Aliases

arxiv: 2412.05967 · arxiv_version: 2412.05967v1 · doi: 10.48550/arxiv.2412.05967 · pith_short_12: HZZUMPBNIYQC · pith_short_16: HZZUMPBNIYQCATUK · pith_short_8: HZZUMPBN

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/HZZUMPBNIYQCATUK2RZYQQ3E7M \
  | 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: 3e73463c2d4620204e8ad473884364fb1e22a88a196833b25914de3ea2385522

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58bb11054e981f5a48fdb24b8ea025625f0d98d8dbceb083d04442752dc207e8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-08T15:16:17Z",
    "title_canon_sha256": "5750161323959773aee34c616e1c38ebaeb67a69433ca59f15a7a6646d74c847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05967",
    "kind": "arxiv",
    "version": 1
  }
}