Pith Number

pith:VMIUYGW6

pith:2024:VMIUYGW6524BNB7ENAX75SCRTY

not attested not anchored not stored refs pending

Dynamic Adaptive Rank Space Exploration for Efficient Sentiment Analysis with Large Language Models

Deshinta Arrova Dewi, Fuzhen Hu, Hongcheng Ding, Ruiting Deng, Shamsul Nahar Abdullah, Xuanze Zhao

arxiv:2410.16589 v2 · 2024-10-22 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VMIUYGW6524BNB7ENAX75SCRTY}

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	2026-07-05T11:28:11.900247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab114c1adeeeb81687e4682ffec8519e3e5c6e3ee99f0b80f11d74a6a93a08c0

Aliases

arxiv: 2410.16589 · arxiv_version: 2410.16589v2 · doi: 10.48550/arxiv.2410.16589 · pith_short_12: VMIUYGW6524B · pith_short_16: VMIUYGW6524BNB7E · pith_short_8: VMIUYGW6

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/VMIUYGW6524BNB7ENAX75SCRTY \
  | 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: ab114c1adeeeb81687e4682ffec8519e3e5c6e3ee99f0b80f11d74a6a93a08c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd33cb80ddab49a556c832eda6c60dd14ac1b42868c2a9bb90090209eefea0f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-22T00:14:36Z",
    "title_canon_sha256": "7c3e8a455d94ecfa5c022f6100a51ffa8c402ceb94a6e0136764ff725c49bddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16589",
    "kind": "arxiv",
    "version": 2
  }
}