Pith Number

pith:SBM7WDJD

pith:2026:SBM7WDJDH4LHHBUYVJFKTEGFUV

not attested not anchored not stored refs pending

Learning Explicit Behavioral Models with Adaptive Questions and World-Model Probes

Christopher Tauchmann, Gopika Sudhakaran, Hikaru Shindo, Jannis Bl\"uml, Kristian Kersting, Quentin Delfosse, Teng Cao, Yu Deng

arxiv:2606.07127 v1 · 2026-06-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SBM7WDJDH4LHHBUYVJFKTEGFUV}

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	2026-06-08T01:04:47.888894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9059fb0d233f16738698aa4aa990c5a5700c74f7beac5e28931be7d9df455390

Aliases

arxiv: 2606.07127 · arxiv_version: 2606.07127v1 · doi: 10.48550/arxiv.2606.07127 · pith_short_12: SBM7WDJDH4LH · pith_short_16: SBM7WDJDH4LHHBUY · pith_short_8: SBM7WDJD

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/SBM7WDJDH4LHHBUYVJFKTEGFUV \
  | 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: 9059fb0d233f16738698aa4aa990c5a5700c74f7beac5e28931be7d9df455390

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0720399165bc12e6f61928eed77907406d9d2adab6c4efbea267209d039c443",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T10:34:55Z",
    "title_canon_sha256": "484b2bd691f4af08045004dbeb91d181cf8f0e32c30d3fda5076b3ffa14123aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07127",
    "kind": "arxiv",
    "version": 1
  }
}