Pith Number

pith:2K6JTU2C

pith:2023:2K6JTU2CUJ6QHHD7OIRJJKCQPY

not attested not anchored not stored refs pending

DGFN: Double Generative Flow Networks

Doina Precup, Elaine Lau, Emmanuel Bengio, Nikhil Vemgal

arxiv:2310.19685 v3 · 2023-10-30 · cs.LG · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2K6JTU2CUJ6QHHD7OIRJJKCQPY}

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

Image Segmentation with Large Language Models: A Survey with Perspectives for Intelligent Transportation Systems

Receipt and verification

First computed	2026-07-05T07:09:55.695962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2bc99d342a27d039c7f722294a8507e1cbcada76f9adb92b57f0a209a0807e9

Aliases

arxiv: 2310.19685 · arxiv_version: 2310.19685v3 · doi: 10.48550/arxiv.2310.19685 · pith_short_12: 2K6JTU2CUJ6Q · pith_short_16: 2K6JTU2CUJ6QHHD7 · pith_short_8: 2K6JTU2C

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/2K6JTU2CUJ6QHHD7OIRJJKCQPY \
  | 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: d2bc99d342a27d039c7f722294a8507e1cbcada76f9adb92b57f0a209a0807e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8205bfb3e255c6e3fb4939736ba3181cf493b81b4d32ff88d10090297a462f3",
    "cross_cats_sorted": [
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-30T16:04:02Z",
    "title_canon_sha256": "9082bb59ffa67ca6d22a2b5dd4a9457b8e7b9f0810857518bf5cf862082817ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19685",
    "kind": "arxiv",
    "version": 3
  }
}