Pith Number

pith:473HMJOT

pith:2023:473HMJOTXKPK4ATWGAPDRMF2RS

not attested not anchored not stored refs pending

Surfacing Biases in Large Language Models using Contrastive Input Decoding

Gal Yona, Itay Laish, Or Honovich, Roee Aharoni

arxiv:2305.07378 v1 · 2023-05-12 · cs.CL · cs.CY · 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{473HMJOTXKPK4ATWGAPDRMF2RS}

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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.

Cited by

1 paper in Pith

Multi-Amateur Contrastive Decoding for Text Generation

Receipt and verification

First computed	2026-07-05T06:09:34.657485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7f67625d3ba9eae0276301e38b0ba8cb786eaab06bd7b0af77b3e82f704cd5b

Aliases

arxiv: 2305.07378 · arxiv_version: 2305.07378v1 · doi: 10.48550/arxiv.2305.07378 · pith_short_12: 473HMJOTXKPK · pith_short_16: 473HMJOTXKPK4ATW · pith_short_8: 473HMJOT

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/473HMJOTXKPK4ATWGAPDRMF2RS \
  | 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: e7f67625d3ba9eae0276301e38b0ba8cb786eaab06bd7b0af77b3e82f704cd5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f853a896845b1b671ce826df536fd6857d033e52973991b944c4673de3c1ce7",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-12T11:09:49Z",
    "title_canon_sha256": "90efb2d14e017bb027a5e38e42acb0ba674d6c63fe880947ddb1568ddd3a44ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.07378",
    "kind": "arxiv",
    "version": 1
  }
}