Pith Number

pith:UNNZPVPM

pith:2025:UNNZPVPMI2YX52INTKNLUW7MZN

not attested not anchored not stored refs pending

MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning

Benfeng Xu, Xiaorui Wang, Zhendong Mao, Zikang Guo

arxiv:2505.20670 v2 · 2025-05-27 · 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{UNNZPVPMI2YX52INTKNLUW7MZN}

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

2 papers in Pith

State-Centric Decision Process

Decoupled Travel Planning with Behavior Forest

Receipt and verification

First computed	2026-07-05T11:16:35.502354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a35b97d5ec46b17ee90d9a9aba5beccb5947cd232cb79f540a3e8877e3642b00

Aliases

arxiv: 2505.20670 · arxiv_version: 2505.20670v2 · doi: 10.48550/arxiv.2505.20670 · pith_short_12: UNNZPVPMI2YX · pith_short_16: UNNZPVPMI2YX52IN · pith_short_8: UNNZPVPM

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/UNNZPVPMI2YX52INTKNLUW7MZN \
  | 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: a35b97d5ec46b17ee90d9a9aba5beccb5947cd232cb79f540a3e8877e3642b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a78ab16c7269db189045246063ea6e27d80b8817fe5938d3e9f150a0630417",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-27T03:37:33Z",
    "title_canon_sha256": "f614dd326827b6c42c90596cb8381d50afbd4105a12c300a5d014bed3b8032a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20670",
    "kind": "arxiv",
    "version": 2
  }
}