Pith Number

pith:H4CSI2O7

pith:2021:H4CSI2O7BZZ4ACU6KJX6NXZBJA

not attested not anchored not stored refs pending

SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning

Anne Driscoll, Chenlin Meng, Christopher Yeh, David B. Lobell, Erik Rozi, Jihyeon Lee, Marshall Burke, Patrick Liu, Sherrie Wang, Stefano Ermon

arxiv:2111.04724 v1 · 2021-11-08 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H4CSI2O7BZZ4ACU6KJX6NXZBJA}

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

3 papers in Pith

GAIR: Location-Aware Self-Supervised Contrastive Pre-Training with Geo-Aligned Implicit Representations

SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development Goals

Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation

Receipt and verification

First computed	2026-07-05T03:30:03.566704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f052469df0e73c00a9e526fe6df21482822560064104894572499e52970a436

Aliases

arxiv: 2111.04724 · arxiv_version: 2111.04724v1 · doi: 10.48550/arxiv.2111.04724 · pith_short_12: H4CSI2O7BZZ4 · pith_short_16: H4CSI2O7BZZ4ACU6 · pith_short_8: H4CSI2O7

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/H4CSI2O7BZZ4ACU6KJX6NXZBJA \
  | 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: 3f052469df0e73c00a9e526fe6df21482822560064104894572499e52970a436

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c91c17da878a0800c865e7e197133c64aad8de95ba22062ff8ef6fa5b7810c8",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-08T18:59:04Z",
    "title_canon_sha256": "97c1fe2f21849cee947f3be8c14d69b4f4e7b6a1c579939a9a74df0734367a1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.04724",
    "kind": "arxiv",
    "version": 1
  }
}