Pith Number

pith:JUXSGF7D

pith:2025:JUXSGF7D232CGZKMEHNJJMGCER

not attested not anchored not stored refs pending

Query Attribute Modeling: Improving search relevance with Semantic Search and Meta Data Filtering

Batool Arhamna Haider, Hamza Farooq, Kanwal Mehreen, Karthik Menon, Muhammad Arham, Ram Mohan Rao Kadiyala

arxiv:2508.04683 v1 · 2025-08-06 · cs.IR · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JUXSGF7D232CGZKMEHNJJMGCER}

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	2026-07-05T11:49:41.742604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d2f2317e3d6f423654c21da94b0c22479479d1e16a7d528bccef98ecd483ed5

Aliases

arxiv: 2508.04683 · arxiv_version: 2508.04683v1 · doi: 10.48550/arxiv.2508.04683 · pith_short_12: JUXSGF7D232C · pith_short_16: JUXSGF7D232CGZKM · pith_short_8: JUXSGF7D

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/JUXSGF7D232CGZKMEHNJJMGCER \
  | 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: 4d2f2317e3d6f423654c21da94b0c22479479d1e16a7d528bccef98ecd483ed5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce30c6312b19ab6696df380728b988db039b089a943bfb370582a9ddf999bd4f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-08-06T17:47:00Z",
    "title_canon_sha256": "54939e59ae054f49f4db59f4e9c80d94149e7bfcadc3329c9dd23047534db4e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04683",
    "kind": "arxiv",
    "version": 1
  }
}