Pith Number

pith:OONZSFIT

pith:2024:OONZSFITDHSZ3JYF5LZME2IY2D

not attested not anchored not stored refs pending

Extractive Structures Learned in Pretraining Enable Generalization on Finetuned Facts

Jacob Steinhardt, Jiahai Feng, Stuart Russell

arxiv:2412.04614 v3 · 2024-12-05 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OONZSFITDHSZ3JYF5LZME2IY2D}

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

2 papers in Pith

DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning

Deep sequence models tend to memorize geometrically; it is unclear why

Receipt and verification

First computed	2026-07-05T11:07:17.620937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

739b99151319e59da705eaf2c26918d0c1f8496ae8df88ac1f2c47c2151ed14c

Aliases

arxiv: 2412.04614 · arxiv_version: 2412.04614v3 · doi: 10.48550/arxiv.2412.04614 · pith_short_12: OONZSFITDHSZ · pith_short_16: OONZSFITDHSZ3JYF · pith_short_8: OONZSFIT

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/OONZSFITDHSZ3JYF5LZME2IY2D \
  | 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: 739b99151319e59da705eaf2c26918d0c1f8496ae8df88ac1f2c47c2151ed14c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b87ae025a47c5834ef79f2e152b1b34f2fb5407497e7c05fdd5f54d89cc227ae",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-05T21:00:46Z",
    "title_canon_sha256": "ee719229fa0db87366c7d2cabc6be9aedd3d71d291296ccd056b03c4a8ede26e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04614",
    "kind": "arxiv",
    "version": 3
  }
}