Pith Number

pith:I5ZC5YLP

pith:2024:I5ZC5YLPL3BKCYQLFYNUSMYU6R

not attested not anchored not stored refs pending

On the Robustness of Generative Information Retrieval Models

Changjiang Zhou, Jiafeng Guo, Maarten de Rijke, Ruqing Zhang, Xueqi Cheng, Yu-An Liu

arxiv:2412.18768 v1 · 2024-12-25 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I5ZC5YLPL3BKCYQLFYNUSMYU6R}

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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

Understanding and Debugging Failures in N-Gram-Based Generative Retrieval

Receipt and verification

First computed	2026-07-05T09:54:10.528574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47722ee16f5ec2a1620b2e1b493314f44cae69724a29116df50e322683885965

Aliases

arxiv: 2412.18768 · arxiv_version: 2412.18768v1 · doi: 10.48550/arxiv.2412.18768 · pith_short_12: I5ZC5YLPL3BK · pith_short_16: I5ZC5YLPL3BKCYQL · pith_short_8: I5ZC5YLP

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/I5ZC5YLPL3BKCYQLFYNUSMYU6R \
  | 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: 47722ee16f5ec2a1620b2e1b493314f44cae69724a29116df50e322683885965

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "187fb8f417f3d842669d03abbaba46c036e288ee69b05806387a2cc802039933",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-25T03:51:26Z",
    "title_canon_sha256": "439e8bb779b00bd9da331b46c625b5416067ce448ea178ed247a2527b6220c18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18768",
    "kind": "arxiv",
    "version": 1
  }
}