Pith Number

pith:3SY4DBRG

pith:2024:3SY4DBRGRVHQM7CGI7WXBCVI74

not attested not anchored not stored refs pending

Adversarial Databases Improve Success in Retrieval-based Large Language Models

Andy Black, Fabien Scalzo, Ira Kurtz, Lesley Blum, Li Yo Kao, Michael Koo, Sean Wu

arxiv:2407.14609 v1 · 2024-07-19 · 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{3SY4DBRGRVHQM7CGI7WXBCVI74}

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	2026-07-05T08:46:30.952166Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcb1c186268d4f067c4647ed708aa8ff3ce3cf23c773cfa92e734d9a9958201a

Aliases

arxiv: 2407.14609 · arxiv_version: 2407.14609v1 · doi: 10.48550/arxiv.2407.14609 · pith_short_12: 3SY4DBRGRVHQ · pith_short_16: 3SY4DBRGRVHQM7CG · pith_short_8: 3SY4DBRG

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/3SY4DBRGRVHQM7CGI7WXBCVI74 \
  | 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: dcb1c186268d4f067c4647ed708aa8ff3ce3cf23c773cfa92e734d9a9958201a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53c22c82c1dbfb8bba7d9504a734082ed196602d7261dee73da61ef613a5fe9d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-19T18:08:39Z",
    "title_canon_sha256": "22bd8ea5d3a059d6f052384c8e6423e82bb7c0f77896332d466cc94e956470fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14609",
    "kind": "arxiv",
    "version": 1
  }
}