Pith Number

pith:2DN4XZYQ

pith:2024:2DN4XZYQIG5Q7KLL22B7SU7DGP

not attested not anchored not stored refs pending

Distillation Enhanced Generative Retrieval

Liqiang Nie, Tat-Seng Chua, Wenjie Li, Wenjie Wang, Yongqi Li, Zhen Zhang

arxiv:2402.10769 v1 · 2024-02-16 · cs.CL · cs.AI · 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{2DN4XZYQIG5Q7KLL22B7SU7DGP}

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

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

Receipt and verification

First computed	2026-07-05T07:46:00.326639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0dbcbe71041bb0fa96bd683f953e333e848a845200cd4299d836ae2d9539da0

Aliases

arxiv: 2402.10769 · arxiv_version: 2402.10769v1 · doi: 10.48550/arxiv.2402.10769 · pith_short_12: 2DN4XZYQIG5Q · pith_short_16: 2DN4XZYQIG5Q7KLL · pith_short_8: 2DN4XZYQ

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/2DN4XZYQIG5Q7KLL22B7SU7DGP \
  | 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: d0dbcbe71041bb0fa96bd683f953e333e848a845200cd4299d836ae2d9539da0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc74f6e1be29992a312df84ba1dc0051d3f42fee77a5c042c59018928ac701d1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T15:48:24Z",
    "title_canon_sha256": "496e8dfc27b34cf7ba260353e7fc90d644dc7ab4017bd10c20981d456141e51f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10769",
    "kind": "arxiv",
    "version": 1
  }
}