Pith Number

pith:TREB2WGQ

pith:2026:TREB2WGQK2SXXUDDJG2TFW54TJ

not attested not anchored not stored refs pending

InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

Chenyu Liu, Daoqiang Zhang, Emadeldeen Eldele, Lianchao Gu, Peiliang Gong, Qi Zhu, Xiaoli Li, Xinliang Zhou, Yang Liu, Yi Ding, Ziyu Jia

arxiv:2606.08601 v1 · 2026-06-07 · 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{TREB2WGQK2SXXUDDJG2TFW54TJ}

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	2026-06-09T01:05:41.170348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c481d58d056a57bd06349b532dbbc9a4f85d254b444d6dc176ecef0c68cc143

Aliases

arxiv: 2606.08601 · arxiv_version: 2606.08601v1 · doi: 10.48550/arxiv.2606.08601 · pith_short_12: TREB2WGQK2SX · pith_short_16: TREB2WGQK2SXXUDD · pith_short_8: TREB2WGQ

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/TREB2WGQK2SXXUDDJG2TFW54TJ \
  | 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: 9c481d58d056a57bd06349b532dbbc9a4f85d254b444d6dc176ecef0c68cc143

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "154e7b556d26aa23c34d61ed0f980f13e6abac2919fee7be0a8a766223523719",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-07T12:27:13Z",
    "title_canon_sha256": "3225b03f353cbfa8321934c5823024148b5b287d677d8b9452b7b31d0e0c78b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08601",
    "kind": "arxiv",
    "version": 1
  }
}