Pith Number

pith:WT5KYXBF

pith:2024:WT5KYXBFXNFNS7LVACZJXQBDVZ

not attested not anchored not stored refs pending

Uncovering Biases with Reflective Large Language Models

Edward Y. Chang

arxiv:2408.13464 v2 · 2024-08-24 · cs.AI · cs.CL · 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{WT5KYXBFXNFNS7LVACZJXQBDVZ}

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	2026-07-05T09:25:00.811322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4faac5c25bb4ad97d7500b29bc023ae70821fb136403bfca767bb37cefd5dcb

Aliases

arxiv: 2408.13464 · arxiv_version: 2408.13464v2 · doi: 10.48550/arxiv.2408.13464 · pith_short_12: WT5KYXBFXNFN · pith_short_16: WT5KYXBFXNFNS7LV · pith_short_8: WT5KYXBF

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/WT5KYXBFXNFNS7LVACZJXQBDVZ \
  | 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: b4faac5c25bb4ad97d7500b29bc023ae70821fb136403bfca767bb37cefd5dcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4711b00e0c81391c54f762954265c6e1678c58c32817af0d8d7724df48934463",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-24T04:48:32Z",
    "title_canon_sha256": "d649da36b5fa25e9653b2d48daf0417d53d8509dd50d5f71b05936dd7f6df016"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13464",
    "kind": "arxiv",
    "version": 2
  }
}