Pith Number

pith:2SOEKMKL

pith:2023:2SOEKMKLNE4ML6GSQHLU5W663F

not attested not anchored not stored refs pending

The Devil is in the Details: A Deep Dive into the Rabbit Hole of Data Filtering

Haichao Yu, Heng Wang, Linjie Yang, Sateesh Kumar, Yu Tian

arxiv:2309.15954 v1 · 2023-09-27 · cs.CV · 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{2SOEKMKLNE4ML6GSQHLU5W663F}

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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

2 papers in Pith

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity

Data Selection Through Iterative Self-Filtering for Vision-Language Settings

Receipt and verification

First computed	2026-07-05T06:55:09.160675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d49c45314b6938c5f8d281d74edbded950d7c0e7916e06ca52bcf8ae992ecb83

Aliases

arxiv: 2309.15954 · arxiv_version: 2309.15954v1 · doi: 10.48550/arxiv.2309.15954 · pith_short_12: 2SOEKMKLNE4M · pith_short_16: 2SOEKMKLNE4ML6GS · pith_short_8: 2SOEKMKL

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/2SOEKMKLNE4ML6GSQHLU5W663F \
  | 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: d49c45314b6938c5f8d281d74edbded950d7c0e7916e06ca52bcf8ae992ecb83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "024621f7f4cdf1b454256b22d66c159e9175e0159f5b4b3b948271d40b7169ad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-27T19:10:43Z",
    "title_canon_sha256": "7b71c54212ada497c964701a551f111e6044aa3d284157cf56ef7e588985e5fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15954",
    "kind": "arxiv",
    "version": 1
  }
}