Pith. sign in
Pith Number

pith:3L2GJGM6

pith:2026:3L2GJGM66UBQZMR57RZBMIWT4L
not attested not anchored not stored refs pending

NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability

Duo Xu, Faramarz Fekri

arxiv:2607.28942 v1 · 2026-07-31 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3L2GJGM66UBQZMR57RZBMIWT4L}

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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 2026-08-03T01:17:32.307302Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

daf464999ef5030cb23dfc721622d3e2d8b1bbe9b761cf0d4b4bfd27e13deb5a

Aliases

arxiv: 2607.28942 · arxiv_version: 2607.28942v1 · doi: 10.48550/arxiv.2607.28942 · pith_short_12: 3L2GJGM66UBQ · pith_short_16: 3L2GJGM66UBQZMR5 · pith_short_8: 3L2GJGM6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3L2GJGM66UBQZMR57RZBMIWT4L \
  | 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: daf464999ef5030cb23dfc721622d3e2d8b1bbe9b761cf0d4b4bfd27e13deb5a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4a8cec98837775254168e6489cc4b6c97a02a30dc23f8c4f6aa648c86e4fb9fb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-31T01:53:41Z",
    "title_canon_sha256": "58f59d83060d974be23cf0c248218ace7b1d532fe71a6f281df034b11d79355f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28942",
    "kind": "arxiv",
    "version": 1
  }
}