Pith Number

pith:LSFGZIE3

pith:2023:LSFGZIE35NEOLIY2AZS2KDDZ35

not attested not anchored not stored refs pending

Boundary-weighted logit consistency improves calibration of segmentation networks

Neel Dey, Neerav Karani, Polina Golland

arxiv:2307.08163 v1 · 2023-07-16 · 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{LSFGZIE35NEOLIY2AZS2KDDZ35}

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

Culturally-Grounded Chain-of-Thought (CG-CoT):Enhancing LLM Performance on Culturally-Specific Tasks in Low-Resource Languages

Receipt and verification

First computed	2026-07-05T06:31:21.025467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c8a6ca09beb48e5a31a0665a50c79df7f5938b2d88b63fe8c04a499e0975df1

Aliases

arxiv: 2307.08163 · arxiv_version: 2307.08163v1 · doi: 10.48550/arxiv.2307.08163 · pith_short_12: LSFGZIE35NEO · pith_short_16: LSFGZIE35NEOLIY2 · pith_short_8: LSFGZIE3

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/LSFGZIE35NEOLIY2AZS2KDDZ35 \
  | 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: 5c8a6ca09beb48e5a31a0665a50c79df7f5938b2d88b63fe8c04a499e0975df1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b43921534e0e3932e71b890de6fc0bf608725388292729990afd7eddf2516e82",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-16T22:13:28Z",
    "title_canon_sha256": "db62aaf30e4f7eedb5665a4defbb6e0af3a17b956ce07bc4a128076022248418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08163",
    "kind": "arxiv",
    "version": 1
  }
}