Pith Number

pith:4FCW7KVR

pith:2024:4FCW7KVRDLDJNFDSSVESUARVPE

not attested not anchored not stored refs pending

Causal Evaluation of Language Models

Bo Peng, Chaochao Lu, Meiqi Chen, Mengying Xu, Ruiqi Wang, Rui Zhao, Shengjie Zhao, Sirui Chen, Xingyu Zeng, Yu Qiao

arxiv:2405.00622 v1 · 2024-05-01 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{4FCW7KVRDLDJNFDSSVESUARVPE}

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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

Causally Evaluating the Learnability of Formal Language Tasks

Receipt and verification

First computed	2026-07-05T08:14:15.529275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1456faab11ac696947295492a02357939dd9fb3cee0182d78d748f06f6eb2b7

Aliases

arxiv: 2405.00622 · arxiv_version: 2405.00622v1 · doi: 10.48550/arxiv.2405.00622 · pith_short_12: 4FCW7KVRDLDJ · pith_short_16: 4FCW7KVRDLDJNFDS · pith_short_8: 4FCW7KVR

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/4FCW7KVRDLDJNFDSSVESUARVPE \
  | 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: e1456faab11ac696947295492a02357939dd9fb3cee0182d78d748f06f6eb2b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d71a5a27549b2b9d335be6c37dad6cb190c6f581eb9ac3292e8be0dc178d340c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-01T16:43:21Z",
    "title_canon_sha256": "777b14c5e8c65a8a1171ccfc37f98a5b39e57872508c7d275fda05ecec650308"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00622",
    "kind": "arxiv",
    "version": 1
  }
}