Pith Number

pith:MOHU7SL5

pith:2023:MOHU7SL5HLM5BGNAVXLPRI6CEA

not attested not anchored not stored refs pending

All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations

Bernhard Sch\"olkopf, Mrinmaya Sachan, Qipeng Guo, Ryan Cotterell, Shauli Ravfogel, Yuxin Ren, Zhijing Jin

arxiv:2305.14555 v1 · 2023-05-23 · 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{MOHU7SL5HLM5BGNAVXLPRI6CEA}

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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

Structure Retention in Embedding Spaces as a Predictor of Benchmark Performance

Receipt and verification

First computed	2026-07-05T06:13:24.942602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

638f4fc97d3ad9d099a0add6f8a3c22022765c41dd3eecdd8580b5678323159c

Aliases

arxiv: 2305.14555 · arxiv_version: 2305.14555v1 · doi: 10.48550/arxiv.2305.14555 · pith_short_12: MOHU7SL5HLM5 · pith_short_16: MOHU7SL5HLM5BGNA · pith_short_8: MOHU7SL5

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/MOHU7SL5HLM5BGNAVXLPRI6CEA \
  | 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: 638f4fc97d3ad9d099a0add6f8a3c22022765c41dd3eecdd8580b5678323159c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aca1c2875b931a8403a5236cb72af838f221e86eb1a4713ad71b7569b6a6942b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T22:30:43Z",
    "title_canon_sha256": "b3f178f22b14e1c66f62c6dbbf3bed7ffe2d8873cf7a002e21e44922a7220dfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14555",
    "kind": "arxiv",
    "version": 1
  }
}