Pith Number

pith:MDETPLRM

pith:2025:MDETPLRM2TRH2NPEH3HB7UNS3B

not attested not anchored not stored refs pending

Xolver: Multi-Agent Reasoning with Holistic Experience Learning Just Like an Olympiad Team

Md Kishor Morol, Md Rizwan Parvez, Md Tanzib Hosain, Salman Rahman

arxiv:2506.14234 v1 · 2025-06-17 · cs.CL · 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{MDETPLRM2TRH2NPEH3HB7UNS3B}

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

4 papers in Pith

Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents

Pattern Recognition Tasks with Personalized Federated Learning

From Evidence to Verdict: An Agent-Based Forensic Framework for AI-Generated Image Detection

Receipt and verification

First computed	2026-07-05T11:22:51.604642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60c937ae2cd4e27d35e43ece1fd1b2d85412ba9cd2f34eb947b1946ecee208bc

Aliases

arxiv: 2506.14234 · arxiv_version: 2506.14234v1 · doi: 10.48550/arxiv.2506.14234 · pith_short_12: MDETPLRM2TRH · pith_short_16: MDETPLRM2TRH2NPE · pith_short_8: MDETPLRM

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/MDETPLRM2TRH2NPEH3HB7UNS3B \
  | 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: 60c937ae2cd4e27d35e43ece1fd1b2d85412ba9cd2f34eb947b1946ecee208bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43e54df8cef2da5a056c9c1cf11e92659c208ebcf0fbbb0c7761566c11b5760b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-17T06:47:19Z",
    "title_canon_sha256": "8bc08e84a14f18b7285ab9b719def10c89d3c67d8c5ac24b4dfcd9d07b60ae46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14234",
    "kind": "arxiv",
    "version": 1
  }
}