Pith Number

pith:N2YCOP2C

pith:2026:N2YCOP2CRUEMMJ6FCT4WLS7RBQ

not attested not anchored not stored refs pending

Distill to Detect: Exposing Stealth Biases in LLMs through Cartridge Distillation

Abhinav Chinta, Amin Karbasi, Amin Saberi, Azalia Mirhoseini, Devvrit Khatri, Shayan Talaei

arxiv:2607.01208 v1 · 2026-07-01 · cs.CL · cs.AI · 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{N2YCOP2CRUEMMJ6FCT4WLS7RBQ}

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	2026-07-02T01:18:32.776890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eb0273f428d08c627c514f965cbf10c33cbc444a39be930d568574abf075f6a

Aliases

arxiv: 2607.01208 · arxiv_version: 2607.01208v1 · doi: 10.48550/arxiv.2607.01208 · pith_short_12: N2YCOP2CRUEM · pith_short_16: N2YCOP2CRUEMMJ6F · pith_short_8: N2YCOP2C

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/N2YCOP2CRUEMMJ6FCT4WLS7RBQ \
  | 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: 6eb0273f428d08c627c514f965cbf10c33cbc444a39be930d568574abf075f6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fc962524a2e1c2ccdb4fcbc2bde783790af3af54287f4b1ac906cf9b6138c9b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-01T17:46:33Z",
    "title_canon_sha256": "cbc576d99315a2dc663b5dba98444d199f85a5f292604af7e7a3df2b5e49ec46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01208",
    "kind": "arxiv",
    "version": 1
  }
}