Pith Number

pith:VKRWCGIX

pith:2023:VKRWCGIXO47SPWTGTLBHAVBJPD

not attested not anchored not stored refs pending

Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales

Aaron Chan, Brihi Joshi, Qifan Wang, Sahana Ramnath, Shaoliang Nie, Xiang Ren, Yejin Choi, Zhewei Tong, Ziyi Liu

arxiv:2305.07095 v1 · 2023-05-11 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VKRWCGIXO47SPWTGTLBHAVBJPD}

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	2026-07-05T06:09:22.694136Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aaa3611917773f27da669ac270542978e8a81ee2e1f9aa4da72007cb7c1edee6

Aliases

arxiv: 2305.07095 · arxiv_version: 2305.07095v1 · doi: 10.48550/arxiv.2305.07095 · pith_short_12: VKRWCGIXO47S · pith_short_16: VKRWCGIXO47SPWTG · pith_short_8: VKRWCGIX

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/VKRWCGIXO47SPWTGTLBHAVBJPD \
  | 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: aaa3611917773f27da669ac270542978e8a81ee2e1f9aa4da72007cb7c1edee6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30aac5a0ef0250cdf2a73129f7258f4f9c91e636b1ea75f535db9181424122f6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-11T19:01:13Z",
    "title_canon_sha256": "a13a54fe159d095b980566dd1db791ab7492431b9a06db18c257c11a65d0a1a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07095",
    "kind": "arxiv",
    "version": 1
  }
}