Pith Number

pith:E2V5G4PU

pith:2023:E2V5G4PUZ4UDJSHGRF33YERSHR

not attested not anchored not stored refs pending

Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge

Anna Kawakami, Haiyi Zhu, Kate Glazko, Kenneth Holstein, Luke Guerdan, Matthew Lee, Nikos Arechiga, Scott Carter, Yanghuidi Cheng

arxiv:2308.15700 v1 · 2023-08-30 · cs.HC · 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{E2V5G4PUZ4UDJSHGRF33YERSHR}

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	2026-07-05T06:46:11.932386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26abd371f4cf2834c8e68977bc12323c562cff85426ae455800fc8ee3a01eccf

Aliases

arxiv: 2308.15700 · arxiv_version: 2308.15700v1 · doi: 10.48550/arxiv.2308.15700 · pith_short_12: E2V5G4PUZ4UD · pith_short_16: E2V5G4PUZ4UDJSHG · pith_short_8: E2V5G4PU

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/E2V5G4PUZ4UDJSHGRF33YERSHR \
  | 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: 26abd371f4cf2834c8e68977bc12323c562cff85426ae455800fc8ee3a01eccf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b1ecb44df0e1a11ff33138dc6462fc08065a9314fc7eb0271e23bcb25fa7bcb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2023-08-30T01:54:31Z",
    "title_canon_sha256": "c22ea236df8cbbe3117a681e93e886763aa2ab19a625dd902ad75bcf5a369164"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15700",
    "kind": "arxiv",
    "version": 1
  }
}