Pith Number

pith:3JG4PNFN

pith:2024:3JG4PNFN34Z5IZGMBNURGLOY2Z

not attested not anchored not stored refs pending

Inducing Group Fairness in Prompt-Based Language Model Decisions

Ahmad Beirami, Ananth Balashankar, Flavien Prost, James Atwood, Nino Scherrer, Preethi Lahoti

arxiv:2406.16738 v2 · 2024-06-24 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3JG4PNFN34Z5IZGMBNURGLOY2Z}

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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

A Cross-Cultural Comparison of LLM-based Public Opinion Simulation: Evaluating Chinese and U.S. Models on Diverse Societies

Receipt and verification

First computed	2026-07-05T09:43:08.074328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da4dc7b4addf33d464cc0b69132dd8d65c40e4d6ec27b8b95bc0e32f1319ab07

Aliases

arxiv: 2406.16738 · arxiv_version: 2406.16738v2 · doi: 10.48550/arxiv.2406.16738 · pith_short_12: 3JG4PNFN34Z5 · pith_short_16: 3JG4PNFN34Z5IZGM · pith_short_8: 3JG4PNFN

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/3JG4PNFN34Z5IZGMBNURGLOY2Z \
  | 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: da4dc7b4addf33d464cc0b69132dd8d65c40e4d6ec27b8b95bc0e32f1319ab07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67fa1ea6b403eeab919354ccc492a858ecfa5447cab91e259a4c96ec0e0a6add",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T15:45:20Z",
    "title_canon_sha256": "ad2f0a1294cbf858e7b4a06a0fd7aa633c88eeeab3281305cfed1273e296587d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16738",
    "kind": "arxiv",
    "version": 2
  }
}