Pith Number

pith:CCXTSLA6

pith:2025:CCXTSLA6KNUVCXAQ374J6KLNDF

not attested not anchored not stored refs pending

ABBEL: Learning Natural-Language Belief States for Memory-Efficient Interaction

Alane Suhr, Aly Lidayan, Jakob Bjorner, Kartik Goyal, Satvik Golechha

arxiv:2512.20111 v2 · 2025-12-23 · cs.CL · cs.AI · 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{CCXTSLA6KNUVCXAQ374J6KLNDF}

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.

Cited by

4 papers in Pith

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents

Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty

Belief Memory: Agent Memory Under Partial Observability

Receipt and verification

First computed	2026-06-05T01:14:32.782909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10af392c1e5369515c10dff89f296d197842eaeadec03d357486eea37b71e017

Aliases

arxiv: 2512.20111 · arxiv_version: 2512.20111v2 · doi: 10.48550/arxiv.2512.20111 · pith_short_12: CCXTSLA6KNUV · pith_short_16: CCXTSLA6KNUVCXAQ · pith_short_8: CCXTSLA6

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/CCXTSLA6KNUVCXAQ374J6KLNDF \
  | 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: 10af392c1e5369515c10dff89f296d197842eaeadec03d357486eea37b71e017

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7370cb0b48a9a5005243d47fbcfb63976bd377d422f8694cf7721dbfff72700d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-23T07:11:26Z",
    "title_canon_sha256": "ef4ad884513689effd24ea9a2f5a653c296a5dce383262163595d67158e00662"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.20111",
    "kind": "arxiv",
    "version": 2
  }
}