Pith Number

pith:CBLGPKDL

pith:2026:CBLGPKDLP2ACA6LQ3WMR3OTMPR

not attested not anchored not stored refs pending

Implicit Reasoning for Large Language Model-based Generative Recommendation

Bhuvesh Kumar, Donald Loveland, Jundong Li, Liam Collins, Neil Shah, Yinhan He

arxiv:2606.14142 v3 · 2026-06-12 · cs.CL · 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{CBLGPKDLP2ACA6LQ3WMR3OTMPR}

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	2026-08-03T01:15:15.566067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

105667a86b7e80207970dd991dba6c7c4db3e83bcebdae52a861103dc92a0b7f

Aliases

arxiv: 2606.14142 · arxiv_version: 2606.14142v3 · doi: 10.48550/arxiv.2606.14142 · pith_short_12: CBLGPKDLP2AC · pith_short_16: CBLGPKDLP2ACA6LQ · pith_short_8: CBLGPKDL

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/CBLGPKDLP2ACA6LQ3WMR3OTMPR \
  | 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: 105667a86b7e80207970dd991dba6c7c4db3e83bcebdae52a861103dc92a0b7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "022d72326068a05a22d77c215a3cdd6f9bef206e8ef854a03c3a9d8aeb613889",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-12T06:04:05Z",
    "title_canon_sha256": "c543cbffe6b173cad9661293464c15127528c2fa323c0a259003c7572c1d652a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.14142",
    "kind": "arxiv",
    "version": 3
  }
}