Pith Number

pith:DDMRV2P4

pith:2024:DDMRV2P4T4Z2VZQBHXEE25UNIL

not attested not anchored not stored refs pending

LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding

Mingrui Wu, Sheng Cao

arxiv:2404.05825 v1 · 2024-04-08 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DDMRV2P4T4Z2VZQBHXEE25UNIL}

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	2026-07-05T08:06:00.034130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18d91ae9fc9f33aae6013dc84d768d42d9ae3aecab9be702f6ce359c73026cf9

Aliases

arxiv: 2404.05825 · arxiv_version: 2404.05825v1 · doi: 10.48550/arxiv.2404.05825 · pith_short_12: DDMRV2P4T4Z2 · pith_short_16: DDMRV2P4T4Z2VZQB · pith_short_8: DDMRV2P4

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/DDMRV2P4T4Z2VZQBHXEE25UNIL \
  | 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: 18d91ae9fc9f33aae6013dc84d768d42d9ae3aecab9be702f6ce359c73026cf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0777e4f0beb01b401f5dc553e00d201baea43bca964efd0e957fc3653f651027",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-04-08T19:29:07Z",
    "title_canon_sha256": "6135962b183e3dd5ad8d2ae9f3a6b0006a3e6585a353948f825188b481570288"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05825",
    "kind": "arxiv",
    "version": 1
  }
}