Pith Number

pith:BRXCK4B6

pith:2026:BRXCK4B64JQMA7TI4ZCKXAD76H

not attested not anchored not stored refs pending

Gated-BEPO: Confidence-Gated Bellman Credit Assignment for Large Language Model Agents

Hongxi Yan, Qingjie Liu, Shichao Fan, Ziyue Huang

arxiv:2608.06861 v1 · 2026-08-07 · 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{BRXCK4B64JQMA7TI4ZCKXAD76H}

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	2026-08-10T01:12:19.191495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c6e25703ee260c07e68e644ab807ff1ee40b703d887640ffca143b4ab5f10b7

Aliases

arxiv: 2608.06861 · arxiv_version: 2608.06861v1 · doi: 10.48550/arxiv.2608.06861 · pith_short_12: BRXCK4B64JQM · pith_short_16: BRXCK4B64JQMA7TI · pith_short_8: BRXCK4B6

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/BRXCK4B64JQMA7TI4ZCKXAD76H \
  | 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: 0c6e25703ee260c07e68e644ab807ff1ee40b703d887640ffca143b4ab5f10b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35b644b170abcf97e3321f052a8e45a19feb0273f8f1faa484b154ca7cc4fc8a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-07T06:38:12Z",
    "title_canon_sha256": "39a8e6318b3383be3a55dc75d46d9c21cca7e536d8d75dd7716ec83cd2217758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06861",
    "kind": "arxiv",
    "version": 1
  }
}