Pith Number

pith:GVNWFVKF

pith:2024:GVNWFVKFMF3GNK3CF2QWKROS32

not attested not anchored not stored refs pending

A Survey of Generative Information Retrieval

Chao-Wei Huang, Sheng-Yang Wu, Tzu-Lin Kuo, Tzung-Sheng Lin, Tzu-Wei Chiu, Yun-Nung Chen

arxiv:2406.01197 v2 · 2024-06-03 · cs.IR · 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{GVNWFVKFMF3GNK3CF2QWKROS32}

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

3 papers in Pith

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

Beyond Matching: Category-Guided Latent Intent Reasoning for Generative Retrieval in E-Commerce

Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL

Receipt and verification

First computed	2026-07-05T08:27:10.756535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

355b62d545617666ab622ea16545d2de8dd03ba8c522262f17e8862c8bcbbd5a

Aliases

arxiv: 2406.01197 · arxiv_version: 2406.01197v2 · doi: 10.48550/arxiv.2406.01197 · pith_short_12: GVNWFVKFMF3G · pith_short_16: GVNWFVKFMF3GNK3C · pith_short_8: GVNWFVKF

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/GVNWFVKFMF3GNK3CF2QWKROS32 \
  | 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: 355b62d545617666ab622ea16545d2de8dd03ba8c522262f17e8862c8bcbbd5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19532b67c38326dd9f53b701019b55abfdd9446918b647861cb29d079443fac8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-06-03T10:59:33Z",
    "title_canon_sha256": "89bfe690e641d525797a528a28722bf039edddd864de1280b71cff4e8578ce6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01197",
    "kind": "arxiv",
    "version": 2
  }
}