Pith Number

pith:UJA3DB3L

pith:2023:UJA3DB3LZO7IAYBEDMEDCGPISO

not attested not anchored not stored refs pending

GVFs in the Real World: Making Predictions Online for Water Treatment

Adam White, Erfan Miahi, Haseeb Shah, Marlos C. Machado, Martha White, Muhammad Kamran Janjua

arxiv:2312.01624 v1 · 2023-12-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UJA3DB3LZO7IAYBEDMEDCGPISO}

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.

Receipt and verification

First computed	2026-07-05T07:19:57.399992Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a241b1876bcbbe8060241b083119e893b187539ba3478f49e8dca9a46dfbc4eb

Aliases

arxiv: 2312.01624 · arxiv_version: 2312.01624v1 · doi: 10.48550/arxiv.2312.01624 · pith_short_12: UJA3DB3LZO7I · pith_short_16: UJA3DB3LZO7IAYBE · pith_short_8: UJA3DB3L

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/UJA3DB3LZO7IAYBEDMEDCGPISO \
  | 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: a241b1876bcbbe8060241b083119e893b187539ba3478f49e8dca9a46dfbc4eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "166d3053493aee9a5e6d0fca2b1734299bc2b840039a03f33f6cb1448f290f54",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-04T04:49:10Z",
    "title_canon_sha256": "b3bee854eff5285df69c06a06bedc8fa25160045dafda2d30d4657f4ec0165c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.01624",
    "kind": "arxiv",
    "version": 1
  }
}