Pith. sign in
Pith Number

pith:H5Y23KMH

pith:2025:H5Y23KMH653QI5H6GQB3WZ6R7L
not attested not anchored not stored refs pending

LLMs as Architects and Critics for Multi-Source Opinion Summarization

Amey Patil, Anuj Attri, Arnav Attri, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya, Suman Banerjee

arxiv:2507.04751 v1 · 2025-07-07 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{H5Y23KMH653QI5H6GQB3WZ6R7L}

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 2026-07-05T11:32:53.426745Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3f71ada987f7770474fe3403bb67d1fac0339817c1c513c22290a6abd23c7450

Aliases

arxiv: 2507.04751 · arxiv_version: 2507.04751v1 · doi: 10.48550/arxiv.2507.04751 · pith_short_12: H5Y23KMH653Q · pith_short_16: H5Y23KMH653QI5H6 · pith_short_8: H5Y23KMH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H5Y23KMH653QI5H6GQB3WZ6R7L \
  | 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: 3f71ada987f7770474fe3403bb67d1fac0339817c1c513c22290a6abd23c7450
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b96992254df93267cc1d8c565e7b8ef663b6fdeadc04a9aca712ea6ffadfec6f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-07T08:27:44Z",
    "title_canon_sha256": "e2631cd41a9d11e741efbdcf6ee4a5d44c861c9c27e6a1721bb2d3d7e5fe01d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04751",
    "kind": "arxiv",
    "version": 1
  }
}