Pith Number

pith:MONJVEU3

pith:2026:MONJVEU3LXZJ63CODVHZ3BL4YT

not attested not anchored not stored refs pending

APAO: Adaptive Prefix-Aware Optimization for Generative Recommendation

Min Zhang, Weizhi Ma, Yifan Wang, Yuanqing Yu, Zhiqiang Guo

arxiv:2603.02730 v2 · 2026-03-03 · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MONJVEU3LXZJ63CODVHZ3BL4YT}

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	2026-05-29T02:05:42.173148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

639a9a929b5df29f6c4e1d4f9d857cc4e7175020ad6ff303a2f28b8f73a0e326

Aliases

arxiv: 2603.02730 · arxiv_version: 2603.02730v2 · doi: 10.48550/arxiv.2603.02730 · pith_short_12: MONJVEU3LXZJ · pith_short_16: MONJVEU3LXZJ63CO · pith_short_8: MONJVEU3

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/MONJVEU3LXZJ63CODVHZ3BL4YT \
  | 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: 639a9a929b5df29f6c4e1d4f9d857cc4e7175020ad6ff303a2f28b8f73a0e326

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "558832aa998ebb6c727f9546c57cdc8498c776f668490c494789d89c48157e6b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2026-03-03T08:29:15Z",
    "title_canon_sha256": "98364d58723f0831c9aa87200f7b910c9d57bfc1886e92f091172404d0409887"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.02730",
    "kind": "arxiv",
    "version": 2
  }
}