Pith Number

pith:GAUMWKOK

pith:2024:GAUMWKOKOVNKKJH2MCERT4SOA5

not attested not anchored not stored refs pending

$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting

Anderson Schneider, Dongjin Song, Sahil Garg, Yuriy Nevmyvaka, Yushan Jiang, Zijie Pan

arxiv:2403.05798 v2 · 2024-03-09 · 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{GAUMWKOKOVNKKJH2MCERT4SOA5}

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

CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language

Receipt and verification

First computed	2026-07-05T08:41:00.497623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3028cb29ca755aa524fa608919f24e07603357780149e058791fa2052c0651bd

Aliases

arxiv: 2403.05798 · arxiv_version: 2403.05798v2 · doi: 10.48550/arxiv.2403.05798 · pith_short_12: GAUMWKOKOVNK · pith_short_16: GAUMWKOKOVNKKJH2 · pith_short_8: GAUMWKOK

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/GAUMWKOKOVNKKJH2MCERT4SOA5 \
  | 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: 3028cb29ca755aa524fa608919f24e07603357780149e058791fa2052c0651bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d576f32316deaaa9fcba18a4f0755206f4ba467197fa3db585a76727d4d1476",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T05:20:48Z",
    "title_canon_sha256": "f113dba7d2e0f5d51f29edc1aa53420f70563826024afaaef022bc95fdb180bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05798",
    "kind": "arxiv",
    "version": 2
  }
}