Pith Number

pith:BOBY76GF

pith:2024:BOBY76GF3BKQWPAZHNU3EU7U3M

not attested not anchored not stored refs pending

Mars-PO: Multi-Agent Reasoning System Preference Optimization

Bo An, Chaojie Wang, Xiaoxuan Lou

arxiv:2411.19039 v1 · 2024-11-28 · 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{BOBY76GF3BKQWPAZHNU3EU7U3M}

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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

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery

Receipt and verification

First computed	2026-07-05T09:41:56.459329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b838ff8c5d8550b3c193b69b253f4db253c7e1fbbf3cec3bef4ac89f9ad30ba

Aliases

arxiv: 2411.19039 · arxiv_version: 2411.19039v1 · doi: 10.48550/arxiv.2411.19039 · pith_short_12: BOBY76GF3BKQ · pith_short_16: BOBY76GF3BKQWPAZ · pith_short_8: BOBY76GF

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/BOBY76GF3BKQWPAZHNU3EU7U3M \
  | 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: 0b838ff8c5d8550b3c193b69b253f4db253c7e1fbbf3cec3bef4ac89f9ad30ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "256f2a60b44da230408408a1711565d88fffee921fdca5479481ad2fc0baa731",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-28T10:35:16Z",
    "title_canon_sha256": "f3af20b84384314864a6d7c5e1b01a78d3a10ab1178619066b868af915ed20e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19039",
    "kind": "arxiv",
    "version": 1
  }
}