Pith Number

pith:5HM5FSPY

pith:2024:5HM5FSPYBCCJ74Z7Z2TJXDIJAA

not attested not anchored not stored refs pending

Inference Scaling for Bridging Retrieval and Augmented Generation

Daniel Campos, Filip Grali\'nski, Seung-won Hwang, Youngwon Lee, Yuxiong He, Zhewei Yao

arxiv:2412.10684 v1 · 2024-12-14 · 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{5HM5FSPYBCCJ74Z7Z2TJXDIJAA}

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

A Survey of Scaling in Large Language Model Reasoning

Receipt and verification

First computed	2026-07-05T09:49:19.708946Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9d9d2c9f808849ff33fcea69b8d090014b17efb025d65229416eae6b7f4f0e9

Aliases

arxiv: 2412.10684 · arxiv_version: 2412.10684v1 · doi: 10.48550/arxiv.2412.10684 · pith_short_12: 5HM5FSPYBCCJ · pith_short_16: 5HM5FSPYBCCJ74Z7 · pith_short_8: 5HM5FSPY

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/5HM5FSPYBCCJ74Z7Z2TJXDIJAA \
  | 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: e9d9d2c9f808849ff33fcea69b8d090014b17efb025d65229416eae6b7f4f0e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e15b48cd6f38f3527a84d70b4099c23ffbbd89659a92578a8e71d7ca3024504",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-14T05:06:43Z",
    "title_canon_sha256": "f81805bbd1cce6b781f712ac44f8414e70a984472e6b8294b97cf3cb285639d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10684",
    "kind": "arxiv",
    "version": 1
  }
}