Pith Number

pith:GPIJUQ44

pith:2024:GPIJUQ44YPBGP4TSOQPQWGFC55

not attested not anchored not stored refs pending

Training Data Attribution via Approximate Unrolled Differentiation

Jonathan Lorraine, Juhan Bae, Roger Grosse, Wu Lin

arxiv:2405.12186 v2 · 2024-05-20 · 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{GPIJUQ44YPBGP4TSOQPQWGFC55}

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

5 papers in Pith

Validity Threats for Foundation Model Research

Quantifying the Agreement Between Data-Influence and Data-Similarity to Understand LLM Behavior

Variance Reduction for Expectations with Diffusion Teachers

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search

Variance Reduction for Expectations with Diffusion Teachers

Receipt and verification

First computed	2026-07-05T08:21:17.143494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d09a439cc3c267f272741f0b18a2ef6a82174ead2de7cf295b122a01273a41

Aliases

arxiv: 2405.12186 · arxiv_version: 2405.12186v2 · doi: 10.48550/arxiv.2405.12186 · pith_short_12: GPIJUQ44YPBG · pith_short_16: GPIJUQ44YPBGP4TS · pith_short_8: GPIJUQ44

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/GPIJUQ44YPBGP4TSOQPQWGFC55 \
  | 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: 33d09a439cc3c267f272741f0b18a2ef6a82174ead2de7cf295b122a01273a41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbeb4abc2154cf09aeaf666227a6b1c4b61256065c2be76651897365525afb4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-20T17:17:44Z",
    "title_canon_sha256": "0caf5f6c0d28385c31a99e68a15e68a5a38cdaa9992fa48a4c04274fd949f663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12186",
    "kind": "arxiv",
    "version": 2
  }
}