Pith Number

pith:PZ37LZZ3

pith:2025:PZ37LZZ37EOQPFGH7QMIVQUKDY

not attested not anchored not stored refs pending

Epistemic Bias Injection: Manipulating LLM Opinion via Selective Context Retrieval

Hao Wu, Prateek Saxena

arxiv:2512.00804 v3 · 2025-11-30 · cs.CR · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZ37LZZ37EOQPFGH7QMIVQUKDY}

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.

Cited by

1 paper in Pith

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs

Receipt and verification

First computed	2026-06-25T01:17:47.879140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e77f5e73bf91d0794c7fc188ac28a1e1b24f84c09b1e0590920d194493a2d1c

Aliases

arxiv: 2512.00804 · arxiv_version: 2512.00804v3 · doi: 10.48550/arxiv.2512.00804 · pith_short_12: PZ37LZZ37EOQ · pith_short_16: PZ37LZZ37EOQPFGH · pith_short_8: PZ37LZZ3

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/PZ37LZZ37EOQPFGH7QMIVQUKDY \
  | 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: 7e77f5e73bf91d0794c7fc188ac28a1e1b24f84c09b1e0590920d194493a2d1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "510c6495c0237c9c37ad5852ed2c9782c50c3eb052a09c3cfd9b594f3f44c3fd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-11-30T09:27:18Z",
    "title_canon_sha256": "63672dd5576cc0ccba2fbde0a652d906e4050403fd48e6858976527f2a303dd0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.00804",
    "kind": "arxiv",
    "version": 3
  }
}