Pith Number

pith:U74PGEBM

pith:2025:U74PGEBMUBAKUSFAKBTSVVSRTK

not attested not anchored not stored refs pending

TS-Reasoner: Aligning Time Series Foundation Models with LLM Reasoning

Fangxu Yu, Hongyu Zhao, Tianyi Zhou

arxiv:2510.03519 v2 · 2025-10-03 · cs.CL · 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{U74PGEBMUBAKUSFAKBTSVVSRTK}

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

2 papers in Pith

TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering

QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Receipt and verification

First computed	2026-08-04T01:51:50.169177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7f8f3102ca040aa48a050672ad6519abb296209403156f58a6d9ef6dddbd07c

Aliases

arxiv: 2510.03519 · arxiv_version: 2510.03519v2 · doi: 10.48550/arxiv.2510.03519 · pith_short_12: U74PGEBMUBAK · pith_short_16: U74PGEBMUBAKUSFA · pith_short_8: U74PGEBM

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/U74PGEBMUBAKUSFAKBTSVVSRTK \
  | 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: a7f8f3102ca040aa48a050672ad6519abb296209403156f58a6d9ef6dddbd07c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "682deb05016cd1279e66b5f59cff448ceeac4bc51e4cfd4db82b79cb541c2f03",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-10-03T21:20:54Z",
    "title_canon_sha256": "e56a569c97f6ef7730d65794681c64c9cdddb5a9c53a4ac59bb1bf41902ed1a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.03519",
    "kind": "arxiv",
    "version": 2
  }
}