Pith Number

pith:S5L27R7N

pith:2021:S5L27R7NWXKTR5S7BNG7Y3BBP6

not attested not anchored not stored refs pending

Transitioning from Real to Synthetic data: Quantifying the bias in model

Aman Gupta, Anubha Pandey, Deepak Bhatt

arxiv:2105.04144 v1 · 2021-05-10 · 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{S5L27R7NWXKTR5S7BNG7Y3BBP6}

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

A Survey on Large Language Models for Code Generation

Receipt and verification

First computed	2026-07-05T02:38:44.576487Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9757afc7edb5d538f65f0b4dfc6c217f8ccc59f733116eb27f4cc22ba6d71c86

Aliases

arxiv: 2105.04144 · arxiv_version: 2105.04144v1 · doi: 10.48550/arxiv.2105.04144 · pith_short_12: S5L27R7NWXKT · pith_short_16: S5L27R7NWXKTR5S7 · pith_short_8: S5L27R7N

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/S5L27R7NWXKTR5S7BNG7Y3BBP6 \
  | 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: 9757afc7edb5d538f65f0b4dfc6c217f8ccc59f733116eb27f4cc22ba6d71c86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "815db7e3dd57cc1f4f4779298199746db0279f5f0ee443acb71060413967dd59",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-10T06:57:14Z",
    "title_canon_sha256": "ea49d726e9665ab08b16587f982b3f25d3cf0e362dca0bd0fd269fe3cb30d849"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.04144",
    "kind": "arxiv",
    "version": 1
  }
}