Pith Number

pith:BE32FXPJ

pith:2025:BE32FXPJNLSF7STLYG464IP7H4

not attested not anchored not stored refs pending

ChronoLLM: A Framework for Customizing Large Language Model for Digital Twins generalization based on PyChrono

Dan Negrut, Harry Zhang, Jingquan Wang, Jinlong Wu, Khailanii Slaton, Radu Serban, Shu Wang

arxiv:2501.04062 v1 · 2025-01-07 · cs.SE · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BE32FXPJNLSF7STLYG464IP7H4}

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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

2 papers in Pith

Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T09:58:29.121813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0937a2dde96ae45fca6bc1b9ee21ff3f282653ebf4b2d950401940403279b4d4

Aliases

arxiv: 2501.04062 · arxiv_version: 2501.04062v1 · doi: 10.48550/arxiv.2501.04062 · pith_short_12: BE32FXPJNLSF · pith_short_16: BE32FXPJNLSF7STL · pith_short_8: BE32FXPJ

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/BE32FXPJNLSF7STLYG464IP7H4 \
  | 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: 0937a2dde96ae45fca6bc1b9ee21ff3f282653ebf4b2d950401940403279b4d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93ecde144bee416ba7374ab459b8e154b855d5ce5a56494b5398daf54a71ec1d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-07T10:39:14Z",
    "title_canon_sha256": "cac8307bc5b7dcec8748be6954047650528353ddc0079be221f59a5b88d7edf5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04062",
    "kind": "arxiv",
    "version": 1
  }
}