Pith Number

pith:LSOUU2UL

pith:2026:LSOUU2ULTYWQOMZI7REW46OWTU

not attested not anchored not stored refs pending

Innocuous-Seeming Data, Latent Ideology: Ideological Generalisation in Finetuned LLMs

Edward Stevinson, Robert Graham, Yariv Barsheshat

arxiv:2607.14888 v1 · 2026-07-16 · cs.LG · cs.AI · cs.CL · 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{LSOUU2ULTYWQOMZI7REW46OWTU}

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	2026-07-17T01:21:57.098673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c9d4a6a8b9e2d073328fc496e79d69d016b8e06800f79af6f08e98d0754202c

Aliases

arxiv: 2607.14888 · arxiv_version: 2607.14888v1 · doi: 10.48550/arxiv.2607.14888 · pith_short_12: LSOUU2ULTYWQ · pith_short_16: LSOUU2ULTYWQOMZI · pith_short_8: LSOUU2UL

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/LSOUU2ULTYWQOMZI7REW46OWTU \
  | 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: 5c9d4a6a8b9e2d073328fc496e79d69d016b8e06800f79af6f08e98d0754202c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "377bc9c7b2a874b8123b50bad2f6e82f59c637c73d8ba57144932dce79ad251a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-16T12:05:45Z",
    "title_canon_sha256": "f8bb5b0d69900b92255f7e5086ff3235ba829f9165e6f925d208c3c04a9b528a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14888",
    "kind": "arxiv",
    "version": 1
  }
}