Pith Number

pith:V6H673OK

pith:2026:V6H673OK4V67EV6ANDD45EEQXK

not attested not anchored not stored refs pending

MemCast: Memory-Driven Time Series Forecasting with Experience-Conditioned Reasoning

Mingyue Cheng, Qi Liu, Shijin Wang, Shuo Yu, Xiaoyu Tao, Yaguo Liu, Ze Guo

arxiv:2602.03164 v2 · 2026-02-03 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V6H673OK4V67EV6ANDD45EEQXK}

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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

3 papers in Pith

GeoDecider: A Coarse-to-Fine Agentic Workflow for Explainable Lithology Classification

GeoMind: An Agentic Workflow for Lithology Classification with Reasoned Tool Invocation

TimeRFT: Stimulating Generalizable Time Series Forecasting for TSFMs via Reinforcement Finetuning

Receipt and verification

First computed	2026-06-10T01:09:54.720729Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af8fefedcae57df257c068c7ce9090baa75e57df09aa90bd9754fd1150e0dd0a

Aliases

arxiv: 2602.03164 · arxiv_version: 2602.03164v2 · doi: 10.48550/arxiv.2602.03164 · pith_short_12: V6H673OK4V67 · pith_short_16: V6H673OK4V67EV6A · pith_short_8: V6H673OK

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/V6H673OK4V67EV6ANDD45EEQXK \
  | 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: af8fefedcae57df257c068c7ce9090baa75e57df09aa90bd9754fd1150e0dd0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51f8505cb86958c7973e7cb7a256b7c78ecf5c86671872f13085f8baf38a1aca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-03T06:31:40Z",
    "title_canon_sha256": "64f06de4efb4e8cbb9c8ab27c70b3af039938847e64232e99b9759af88353ad9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.03164",
    "kind": "arxiv",
    "version": 2
  }
}