Pith Number

pith:QLGTLKQC

pith:2025:QLGTLKQC6QXHM3RJLI42J4BNEL

not attested not anchored not stored refs pending

Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning

Ayush Maniar, Hansen Lillemark, Isadora White, Kolby Nottingham, Lianhui Qin, Max Robinson, Mehul Maheshwari, Prithviraj Ammanabrolu

arxiv:2504.17950 v1 · 2025-04-24 · cs.MA · 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{QLGTLKQC6QXHM3RJLI42J4BNEL}

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

3 papers in Pith

Scaling Participation in Modular AI Systems

Gated Coordination for Efficient Multi-Agent Collaboration in Minecraft Game

Diagon: A Programmable Testbed for AI-Agent Cognitive Labor Markets

Receipt and verification

First computed	2026-07-05T10:53:59.248814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82cd35aa02f42e766e295a39a4f02d22e0b567a57477cc987da2990e69abcd11

Aliases

arxiv: 2504.17950 · arxiv_version: 2504.17950v1 · doi: 10.48550/arxiv.2504.17950 · pith_short_12: QLGTLKQC6QXH · pith_short_16: QLGTLKQC6QXHM3RJ · pith_short_8: QLGTLKQC

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/QLGTLKQC6QXHM3RJLI42J4BNEL \
  | 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: 82cd35aa02f42e766e295a39a4f02d22e0b567a57477cc987da2990e69abcd11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b8aec6f93113d3dc511610cc7f710a1971b7357e0c59b65308968a471158ba1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-04-24T21:28:16Z",
    "title_canon_sha256": "26d0c7b66e61a37a558478f9297ba61e89269fdb0719265fb64278b278e795e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17950",
    "kind": "arxiv",
    "version": 1
  }
}