Pith Number

pith:TWCN5TQL

pith:2026:TWCN5TQLZQQL5LF7A66VAD4TSV

not attested not anchored not stored refs pending

Evaluating Transformer and LSTM Frameworks for Prediction in Ungauged Basins

James Halgren, Noorbakhsh Amiri Golilarz, Shahram Rahimi, Sudip Mittal, Taye Akinrele

arxiv:2606.02791 v1 · 2026-06-01 · 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{TWCN5TQLZQQL5LF7A66VAD4TSV}

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	2026-06-03T01:05:21.840613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d84dece0bcc20beacbf07bd500f93955b584556bfb1e1064a9ba60627542395

Aliases

arxiv: 2606.02791 · arxiv_version: 2606.02791v1 · doi: 10.48550/arxiv.2606.02791 · pith_short_12: TWCN5TQLZQQL · pith_short_16: TWCN5TQLZQQL5LF7 · pith_short_8: TWCN5TQL

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/TWCN5TQLZQQL5LF7A66VAD4TSV \
  | 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: 9d84dece0bcc20beacbf07bd500f93955b584556bfb1e1064a9ba60627542395

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d832417ef1638e340b2bb7c1ef7cdcd392a8843d2992526bd6d718dcf4fcf8a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-01T18:57:20Z",
    "title_canon_sha256": "f6ffd260dcba09f57f1b7318d47ed732f1813e7c386b13e4bbbe0f453aaa1015"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02791",
    "kind": "arxiv",
    "version": 1
  }
}