Pith Number

pith:WUBQTOVW

pith:2025:WUBQTOVWQS364GGK3SKDOS65SF

not attested not anchored not stored refs pending

Don't Just Demo, Teach Me the Principles: A Principle-Based Multi-Agent Prompting Strategy for Text Classification

Dimitris Dimitriadis, Mingwei Shen, Peipei Wei, Yan Xu

arxiv:2502.07165 v1 · 2025-02-11 · 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{WUBQTOVWQS364GGK3SKDOS65SF}

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	2026-07-05T10:12:33.764478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b50309bab684b7ee18cadc94374bdd916dfdc6d2803cb4af75b50002f4291d9c

Aliases

arxiv: 2502.07165 · arxiv_version: 2502.07165v1 · doi: 10.48550/arxiv.2502.07165 · pith_short_12: WUBQTOVWQS36 · pith_short_16: WUBQTOVWQS364GGK · pith_short_8: WUBQTOVW

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/WUBQTOVWQS364GGK3SKDOS65SF \
  | 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: b50309bab684b7ee18cadc94374bdd916dfdc6d2803cb4af75b50002f4291d9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e1ba0f1cf2cabef19fc6474cfd38bf350eee3a0b117ce08687bbb61f110746f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-11T01:10:13Z",
    "title_canon_sha256": "74c7cd9e2b5e332c46276c9ed56887266d50a3e66695f598f031f6f2cbcda4d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07165",
    "kind": "arxiv",
    "version": 1
  }
}