Pith Number

pith:VDMGGDBI

pith:2024:VDMGGDBIWEHA4SCKWL6SYSQNLO

not attested not anchored not stored refs pending

LLMs for Test Input Generation for Semantic Caches

David Willie, Mohamed Abdelrazek, Scott Barnett, Sherwin Balugo, Srikanth Thudumu, Stefanus Kurniawan, Zafaryab Rasool

arxiv:2401.08138 v1 · 2024-01-16 · cs.SE · 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{VDMGGDBIWEHA4SCKWL6SYSQNLO}

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

1 paper in Pith

InstCache: A Predictive Cache for LLM Serving

Receipt and verification

First computed	2026-07-05T07:34:07.927268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8d8630c28b10e0e484ab2fd2c4a0d5b96a5f177646bee5aac159efa5efc8375

Aliases

arxiv: 2401.08138 · arxiv_version: 2401.08138v1 · doi: 10.48550/arxiv.2401.08138 · pith_short_12: VDMGGDBIWEHA · pith_short_16: VDMGGDBIWEHA4SCK · pith_short_8: VDMGGDBI

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/VDMGGDBIWEHA4SCKWL6SYSQNLO \
  | 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: a8d8630c28b10e0e484ab2fd2c4a0d5b96a5f177646bee5aac159efa5efc8375

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f779ef252737ea7b37428697059527860e43f864cce3f56f7b68b29e44bfb6c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-01-16T06:16:33Z",
    "title_canon_sha256": "73b9ea32768589b6c83b74c073eaed48d6deac0f0106a2e332fbaae2bf4b5a30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08138",
    "kind": "arxiv",
    "version": 1
  }
}