Pith Number

pith:KDGWW7DE

pith:2025:KDGWW7DEMGRTLLF6DIHHRWKHTF

not attested not anchored not stored refs pending

Retrieval-Augmented Foundation Models for Water Level Prediction in the Everglades

Giri Narasimhan, Jimeng Shi, Rahuul Rangaraj, Rajendra Paudel, Yanzhao Wu

arxiv:2508.04888 v2 · 2025-08-06 · cs.LG

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\usepackage{pith}
\pithnumber{KDGWW7DEMGRTLLF6DIHHRWKHTF}

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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

Retrieval-Augmented Foundation Models for Water Level Prediction in the Everglades

Receipt and verification

First computed	2026-06-12T01:08:15.312843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50cd6b7c6461a335acbe1a0e78d947997a02264c1196b3e0d6e63a4366e60dd1

Aliases

arxiv: 2508.04888 · arxiv_version: 2508.04888v2 · doi: 10.48550/arxiv.2508.04888 · pith_short_12: KDGWW7DEMGRT · pith_short_16: KDGWW7DEMGRTLLF6 · pith_short_8: KDGWW7DE

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/KDGWW7DEMGRTLLF6DIHHRWKHTF \
  | 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: 50cd6b7c6461a335acbe1a0e78d947997a02264c1196b3e0d6e63a4366e60dd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "618f9d13e39550ac5731c5aa40276b024688e9af54e52f4937a3c7c100f682a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-06T21:27:12Z",
    "title_canon_sha256": "d1c1f7499c0d42416f05f06be74f26c1b671cad03128fa0cc82c9efe3ab55527"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04888",
    "kind": "arxiv",
    "version": 2
  }
}