Pith Number

pith:MY3V4Z2A

pith:2026:MY3V4Z2A3TFWJCMI2COFTMV6AO

not attested not anchored not stored refs pending

Uncertainty-Aware Generation and Decision-Making Under Ambiguity

Iryna Gurevych, Nico Daheim

arxiv:2606.30578 v1 · 2026-06-29 · cs.CL · 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{MY3V4Z2A3TFWJCMI2COFTMV6AO}

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	2026-06-30T02:18:21.237396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66375e6740dccb648988d09c59b2be03a65017e87172037bc2f9ddae0e936575

Aliases

arxiv: 2606.30578 · arxiv_version: 2606.30578v1 · doi: 10.48550/arxiv.2606.30578 · pith_short_12: MY3V4Z2A3TFW · pith_short_16: MY3V4Z2A3TFWJCMI · pith_short_8: MY3V4Z2A

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/MY3V4Z2A3TFWJCMI2COFTMV6AO \
  | 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: 66375e6740dccb648988d09c59b2be03a65017e87172037bc2f9ddae0e936575

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d0a2d93436b49ed0453470e03564276d7f67c97b803b660d273efdf15c2ea67",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-29T17:20:43Z",
    "title_canon_sha256": "c6b0925d796231969729378d1e1bfd2f3140bcefc0b20ff1822f54ed316e9c46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30578",
    "kind": "arxiv",
    "version": 1
  }
}