Pith Number

pith:LN3H26TN

pith:2025:LN3H26TNP4HCD6OEDVQN3CMWLG

not attested not anchored not stored refs pending

Efficiently Enhancing General Agents With Hierarchical-categorical Memory

Changze Qiao, Mingming Lu

arxiv:2505.22006 v1 · 2025-05-28 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LN3H26TNP4HCD6OEDVQN3CMWLG}

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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

Efficiently Enhancing General Agents With Hierarchical-categorical Memory

Receipt and verification

First computed	2026-07-05T11:11:07.880193Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b767d7a6d7f0e21f9c41d60dd8996598f56fe5053674d3433dcafff1f043a63

Aliases

arxiv: 2505.22006 · arxiv_version: 2505.22006v1 · doi: 10.48550/arxiv.2505.22006 · pith_short_12: LN3H26TNP4HC · pith_short_16: LN3H26TNP4HCD6OE · pith_short_8: LN3H26TN

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/LN3H26TNP4HCD6OEDVQN3CMWLG \
  | 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: 5b767d7a6d7f0e21f9c41d60dd8996598f56fe5053674d3433dcafff1f043a63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc1acc3ea4204a97eab8ec20bda2cf51b86ee01cbb5cde1ec979148375d2db87",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-28T06:12:51Z",
    "title_canon_sha256": "3c53856e344127b5524ef4ce8f5618e788d841c26116eaa58b67e7a4726b7f8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22006",
    "kind": "arxiv",
    "version": 1
  }
}