Pith Number

pith:2FABSUPR

pith:2025:2FABSUPR3O6TXAWT5IULGUGGEC

not attested not anchored not stored refs pending

Inferring Events from Time Series using Language Models

David Evans, Mike A. Merrill, Mingtian Tan, Tim Althoff, Tom Hartvigsen, Zack Gottesman

arxiv:2503.14190 v3 · 2025-03-18 · 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{2FABSUPR3O6TXAWT5IULGUGGEC}

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	2026-06-01T01:02:15.208836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1401951f1dbbd3b82d3ea28b350c620b343ae1af79a25d56d8161080f3d1fb3

Aliases

arxiv: 2503.14190 · arxiv_version: 2503.14190v3 · doi: 10.48550/arxiv.2503.14190 · pith_short_12: 2FABSUPR3O6T · pith_short_16: 2FABSUPR3O6TXAWT · pith_short_8: 2FABSUPR

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/2FABSUPR3O6TXAWT5IULGUGGEC \
  | 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: d1401951f1dbbd3b82d3ea28b350c620b343ae1af79a25d56d8161080f3d1fb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e96405bf3e3dd5f598e50f951043d15e5f1a3dd980b4388b7a9d56353113cd7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-18T12:07:33Z",
    "title_canon_sha256": "95cb913a1c17bf99dcf0ef85447886d22695e49d9613973d1a8c0492e11d1d52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.14190",
    "kind": "arxiv",
    "version": 3
  }
}