Pith Number

pith:KSEKPQCN

pith:2024:KSEKPQCNCQGO5RU2J4O34HZKA2

not attested not anchored not stored refs pending

Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models

Abhishek Kumar, Ali Emami, Sarfaroz Yunusov

arxiv:2405.14555 v4 · 2024-05-23 · cs.CL · cs.AI · 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{KSEKPQCNCQGO5RU2J4O34HZKA2}

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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 Survey on LLM-as-a-Judge

Receipt and verification

First computed	2026-07-05T08:26:25.544043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5488a7c04d140ceec69a4f1dbe1f2a0685f29de0602c5d5cc49694e198684457

Aliases

arxiv: 2405.14555 · arxiv_version: 2405.14555v4 · doi: 10.48550/arxiv.2405.14555 · pith_short_12: KSEKPQCNCQGO · pith_short_16: KSEKPQCNCQGO5RU2 · pith_short_8: KSEKPQCN

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/KSEKPQCNCQGO5RU2J4O34HZKA2 \
  | 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: 5488a7c04d140ceec69a4f1dbe1f2a0685f29de0602c5d5cc49694e198684457

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84571c4982224fc8763cf3626440f46c0f4a40a14ba0f04ae673957a85081029",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-23T13:35:34Z",
    "title_canon_sha256": "743a2dd39492fe5bcb08862b67afc1c14b276461512b4158d541c5724af9529d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14555",
    "kind": "arxiv",
    "version": 4
  }
}