Pith Number

pith:E5VK56RV

pith:2021:E5VK56RVUI7QZWF7Z6ATAHJSYH

not attested not anchored not stored refs pending

Interpretability of Epidemiological Models : The Curse of Non-Identifiability

Alpan Raval, Avtansh Tiwari, Ayush Deva, Jerome White, Nayana Bannur, Sansiddh Jain, Siddhant Shingi, Srujana Merugu

arxiv:2104.14821 v1 · 2021-04-30 · stat.ME · 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{E5VK56RVUI7QZWF7Z6ATAHJSYH}

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	2026-07-05T02:36:26.895584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

276aaefa35a23f0cd8bfcf81301d32c1dd1e06d137e76019572a76ba4504bf95

Aliases

arxiv: 2104.14821 · arxiv_version: 2104.14821v1 · doi: 10.48550/arxiv.2104.14821 · pith_short_12: E5VK56RVUI7Q · pith_short_16: E5VK56RVUI7QZWF7 · pith_short_8: E5VK56RV

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/E5VK56RVUI7QZWF7Z6ATAHJSYH \
  | 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: 276aaefa35a23f0cd8bfcf81301d32c1dd1e06d137e76019572a76ba4504bf95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1c94c03348e6c46db97d8850037789da21296f6a0a2990393c9d6c723ed7a25",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-04-30T08:11:11Z",
    "title_canon_sha256": "dc8fdfb6d98d5b66f7ec08dfae6eaa9aacd286c699ec3dae776cef866b2ae60e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.14821",
    "kind": "arxiv",
    "version": 1
  }
}