Pith Number

pith:JNZ2XFAO

pith:2024:JNZ2XFAOMITRHXV5K6PWGTZHEP

not attested not anchored not stored refs pending

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models

Haoxuan Li, Tat-Seng Chua, Yang Yang, Yi Bin, Yunshan Ma, Zhengmao Yang

arxiv:2408.04388 v1 · 2024-08-08 · cs.MM · cs.AI · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JNZ2XFAOMITRHXV5K6PWGTZHEP}

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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

Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model

Receipt and verification

First computed	2026-07-05T08:53:32.567207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b73ab940e622713debd579f634f2723de0969397ef769c65652c3811559d710

Aliases

arxiv: 2408.04388 · arxiv_version: 2408.04388v1 · doi: 10.48550/arxiv.2408.04388 · pith_short_12: JNZ2XFAOMITR · pith_short_16: JNZ2XFAOMITRHXV5 · pith_short_8: JNZ2XFAO

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/JNZ2XFAOMITRHXV5K6PWGTZHEP \
  | 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: 4b73ab940e622713debd579f634f2723de0969397ef769c65652c3811559d710

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56c59789eaba0d191865a230b1f73d2eace3086ce6565dda14e15caa96e0de9b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MM",
    "submitted_at": "2024-08-08T11:44:57Z",
    "title_canon_sha256": "96a68e7128a40a6ed0864ca2fc328df42b220c30e64358db4407993fbd1513a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04388",
    "kind": "arxiv",
    "version": 1
  }
}