Pith Number

pith:YLM5PY5Q

pith:2024:YLM5PY5QI3TXF4SC4FTDAZGUYS

not attested not anchored not stored refs pending

Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval

Feixiang Guo, Hongyang Lei, Luo Ji, Ningyuan Xi, Peng Yu, Qingqing Gu, Teng Chen, Xiaoyu Wang, Yihong Wang, Yong Chen, Yue Zhao, Zhonglin Jiang

arxiv:2412.16615 v2 · 2024-12-21 · cs.IR · 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{YLM5PY5QI3TXF4SC4FTDAZGUYS}

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	2026-07-05T10:46:40.153690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2d9d7e3b046e772f242e1663064d4c4ab3ae8225f625f16d8ef601fddc12f17

Aliases

arxiv: 2412.16615 · arxiv_version: 2412.16615v2 · doi: 10.48550/arxiv.2412.16615 · pith_short_12: YLM5PY5QI3TX · pith_short_16: YLM5PY5QI3TXF4SC · pith_short_8: YLM5PY5Q

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/YLM5PY5QI3TXF4SC4FTDAZGUYS \
  | 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: c2d9d7e3b046e772f242e1663064d4c4ab3ae8225f625f16d8ef601fddc12f17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd6cefc4914433cd5833228056ab6a0d2049afe7ee7301a058fa48a620e6ec25",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-21T13:19:15Z",
    "title_canon_sha256": "b201cd7c9da880e40dc90ebbfeee6188e8f6dbb20367a2ccb139bb0dec219251"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16615",
    "kind": "arxiv",
    "version": 2
  }
}