Pith Number

pith:PHHOHQGU

pith:2025:PHHOHQGUJACH4BU2WUUZZYIADS

not attested not anchored not stored refs pending

Concept-Based Mechanistic Interpretability Using Structured Knowledge Graphs

Elo\"ise Berthier, Gianni Franchi, Kateryna Tarelkina, Sofiia Chorna

arxiv:2507.05810 v1 · 2025-07-08 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PHHOHQGUJACH4BU2WUUZZYIADS}

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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

Multi-Turn Neural Transparency: Surfacing Neural Activations Improves User Calibration to LLM Behavioral Drift

Receipt and verification

First computed	2026-07-05T11:33:36.727383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79cee3c0d448047e069ab5299ce1001c801ca349ccb9709b18f52cf65336203d

Aliases

arxiv: 2507.05810 · arxiv_version: 2507.05810v1 · doi: 10.48550/arxiv.2507.05810 · pith_short_12: PHHOHQGUJACH · pith_short_16: PHHOHQGUJACH4BU2 · pith_short_8: PHHOHQGU

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/PHHOHQGUJACH4BU2WUUZZYIADS \
  | 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: 79cee3c0d448047e069ab5299ce1001c801ca349ccb9709b18f52cf65336203d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14b660ec8bb45b4408bce91887833961f6859f7c21de0855b68965eb0df3b9c8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-08T09:30:20Z",
    "title_canon_sha256": "9b5a8dd950e4b4f6f124b0ce51322a3d75f3354c0af16cbf086ca3a897b5ba71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05810",
    "kind": "arxiv",
    "version": 1
  }
}