Pith Number

pith:WWBTLEBQ

pith:2025:WWBTLEBQBHQQAJMAD2FR2VWHUA

not attested not anchored not stored refs pending

Beyond the Rosetta Stone: Unification Forces in Generalization Dynamics

Ann Yuan, Asma Ghandeharioun, Carter Blum, Fred Zhang, Jessica Hoffmann, Julian Zimmert, Katja Filippova, Lucas Dixon, Martin Wattenberg, Mor Geva, Tal Linzen

arxiv:2508.11017 v2 · 2025-08-14 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWBTLEBQBHQQAJMAD2FR2VWHUA}

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

LMs as Task-Specific Knowledge Bases: An Interpretability Analysis

Receipt and verification

First computed	2026-07-05T12:00:51.632222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b58335903009e10025801e8b1d56c7a03a0da5566a2cebd60b1e8f6a22014b8b

Aliases

arxiv: 2508.11017 · arxiv_version: 2508.11017v2 · doi: 10.48550/arxiv.2508.11017 · pith_short_12: WWBTLEBQBHQQ · pith_short_16: WWBTLEBQBHQQAJMA · pith_short_8: WWBTLEBQ

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/WWBTLEBQBHQQAJMAD2FR2VWHUA \
  | 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: b58335903009e10025801e8b1d56c7a03a0da5566a2cebd60b1e8f6a22014b8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d590bc8148bd87735f468e8b09304da41e1bc5443afae1d1dbee05ad1396347",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-14T18:44:13Z",
    "title_canon_sha256": "7cb6f891f78f9a8763cc996d5856e3efd0da4a05cb9e1706d81eafc2f25d012a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11017",
    "kind": "arxiv",
    "version": 2
  }
}