Pith Number

pith:SZJAPFBU

pith:2023:SZJAPFBUUNX3DZTQXOBXCQCCLO

not attested not anchored not stored refs pending

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion

Changying Hao, Dawei Yin, Pengyue Jia, Shuaiqiang Wang, Xiangyu Zhao, Xiaopeng Li, Yiding Liu

arxiv:2310.19056 v3 · 2023-10-29 · cs.IR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZJAPFBUUNX3DZTQXOBXCQCCLO}

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

Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T08:01:33.812077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9652079434a36fb1e670bb837140425b801614d2b660589ea1f60350d1bb1a9d

Aliases

arxiv: 2310.19056 · arxiv_version: 2310.19056v3 · doi: 10.48550/arxiv.2310.19056 · pith_short_12: SZJAPFBUUNX3 · pith_short_16: SZJAPFBUUNX3DZTQ · pith_short_8: SZJAPFBU

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/SZJAPFBUUNX3DZTQXOBXCQCCLO \
  | 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: 9652079434a36fb1e670bb837140425b801614d2b660589ea1f60350d1bb1a9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8e08b1d4c388e2c4d7aeccfb4608d3d11176cb9de69b57ae43751b7f8b15efc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-10-29T16:04:10Z",
    "title_canon_sha256": "f4f54d27529937fbcd6e080bcfd12273de3363eddac372497f2123d1775e0a0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19056",
    "kind": "arxiv",
    "version": 3
  }
}