Pith Number

pith:W3S7HGTD

pith:2024:W3S7HGTDK5W25IDAXLXAUROB2C

not attested not anchored not stored refs pending

Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models

Cheng Chang, Ding Wang, Qinyuan Cheng, Qipeng Guo, Qiushi Sun, Tianxiang Sun, Xiaofeng Mou, Xiaonan Li, Xipeng Qiu, Xuanjing Huang, Zhangyue Yin, Zhiyuan Zeng

arxiv:2405.12939 v1 · 2024-05-21 · 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{W3S7HGTDK5W25IDAXLXAUROB2C}

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	2026-07-05T08:21:28.565034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6e5f39a63576daea060baee0a45c1d0acbbaea4a8bad393337221a68093e3d6

Aliases

arxiv: 2405.12939 · arxiv_version: 2405.12939v1 · doi: 10.48550/arxiv.2405.12939 · pith_short_12: W3S7HGTDK5W2 · pith_short_16: W3S7HGTDK5W25IDA · pith_short_8: W3S7HGTD

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/W3S7HGTDK5W25IDAXLXAUROB2C \
  | 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: b6e5f39a63576daea060baee0a45c1d0acbbaea4a8bad393337221a68093e3d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96ccdf8f4e1c8642eccebd1232416a728f9b2d86b5b473c25b2728ec2342e0ad",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-21T17:12:19Z",
    "title_canon_sha256": "1cf9cf844eca108d9d3b24dd7953b1325abebaeac036de561ffd343aeb5ce47e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12939",
    "kind": "arxiv",
    "version": 1
  }
}