Pith Number

pith:JBIVZW7N

pith:2026:JBIVZW7NYALYDTFOYDIPVAHO3A

not attested not anchored not stored refs pending

Learning Implicit Causal World Models from Multi-Agent Demonstrations

Jasorsi Ghosh

arxiv:2607.26336 v1 · 2026-07-28 · cs.LG · cs.MA · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JBIVZW7NYALYDTFOYDIPVAHO3A}

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.

Receipt and verification

First computed	2026-07-30T01:18:05.724215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

48515cdbedc01781ccaec0d0fa80eed83e0dba651be0019b13cc999746a6bc8d

Aliases

arxiv: 2607.26336 · arxiv_version: 2607.26336v1 · doi: 10.48550/arxiv.2607.26336 · pith_short_12: JBIVZW7NYALY · pith_short_16: JBIVZW7NYALYDTFO · pith_short_8: JBIVZW7N

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/JBIVZW7NYALYDTFOYDIPVAHO3A \
  | 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: 48515cdbedc01781ccaec0d0fa80eed83e0dba651be0019b13cc999746a6bc8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58cfb9f6945387b4bb2b6aca5af7db4a08b44fa70bd8da5b92527b664004a850",
    "cross_cats_sorted": [
      "cs.MA",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-28T23:18:38Z",
    "title_canon_sha256": "ef43bb4578a4977ebcca198aee0a49cc2a4aa2aa7b6ac319d80e216d998f0a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26336",
    "kind": "arxiv",
    "version": 1
  }
}