Pith Number

pith:4F72O4EY

pith:2025:4F72O4EYLY3QR53TN3WLASQBPT

not attested not anchored not stored refs pending

Factual Self-Awareness in Language Models: Representation, Robustness, and Scaling

Hovhannes Tamoyan, Iryna Gurevych, Subhabrata Dutta

arxiv:2505.21399 v1 · 2025-05-27 · 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{4F72O4EYLY3QR53TN3WLASQBPT}

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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

Beyond Linear Probes: Dynamic Safety Monitoring for Language Models

Receipt and verification

First computed	2026-07-05T11:10:41.427750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e17fa770985e3708f7736eecb04a017ce7bffa2c06c12568dbc8ca4eee4a9b00

Aliases

arxiv: 2505.21399 · arxiv_version: 2505.21399v1 · doi: 10.48550/arxiv.2505.21399 · pith_short_12: 4F72O4EYLY3Q · pith_short_16: 4F72O4EYLY3QR53T · pith_short_8: 4F72O4EY

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/4F72O4EYLY3QR53TN3WLASQBPT \
  | 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: e17fa770985e3708f7736eecb04a017ce7bffa2c06c12568dbc8ca4eee4a9b00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f45e0515fe8e4542a9171cb2694e53e63adfc5050bac69c0afdd84b3bc77d6d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-27T16:24:02Z",
    "title_canon_sha256": "9469b7c63f8a0401a59db7944c456363e8f2116635ba7f6864fbf931952ed23f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21399",
    "kind": "arxiv",
    "version": 1
  }
}