Pith Number

pith:KUXBDXKL

pith:2025:KUXBDXKLXYU4V5IJYQ7362S7I4

not attested not anchored not stored refs pending

Multi-Novelty: Improve the Diversity and Novelty of Contents Generated by Large Language Models via inference-time Multi-Views Brainstorming

Arash Lagzian, Dianbo Liu, Srinivas Anumasa

arxiv:2502.12700 v1 · 2025-02-18 · 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{KUXBDXKLXYU4V5IJYQ7362S7I4}

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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

Avoidance Decoding for Diverse Multi-Branch Story Generation

Receipt and verification

First computed	2026-07-05T10:16:22.617296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

552e11dd4bbe29caf509c43fbf6a5f473d2b88e87a7a68def5feb225a8da697b

Aliases

arxiv: 2502.12700 · arxiv_version: 2502.12700v1 · doi: 10.48550/arxiv.2502.12700 · pith_short_12: KUXBDXKLXYU4 · pith_short_16: KUXBDXKLXYU4V5IJ · pith_short_8: KUXBDXKL

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/KUXBDXKLXYU4V5IJYQ7362S7I4 \
  | 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: 552e11dd4bbe29caf509c43fbf6a5f473d2b88e87a7a68def5feb225a8da697b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b422b901a02e138541a953d157aa7c698ae1b44cb4d872ea00bb4b11240cca60",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T10:04:20Z",
    "title_canon_sha256": "7c2a0421d6988125ce70618438277d406b3743849cb01a517cf98a01cbd38143"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12700",
    "kind": "arxiv",
    "version": 1
  }
}