Pith Number

pith:L3CF7F64

pith:2023:L3CF7F64MHFIMXPRK5A6ILOW3B

not attested not anchored not stored refs pending

Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals

Changyuan Tian, Fanglong Yao, Jintao Liu, Li Jin, Qing Liu, Shuchao Li, Xian Sun, Xiaoyu Li, Zequn Zhang

arxiv:2308.06207 v1 · 2023-08-11 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L3CF7F64MHFIMXPRK5A6ILOW3B}

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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

From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

From System 1 to System 2: A Survey of Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T06:40:24.714379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ec45f97dc61ca865df15741e42dd6d8678948d50c38ec21380b2faca8d8215e

Aliases

arxiv: 2308.06207 · arxiv_version: 2308.06207v1 · doi: 10.48550/arxiv.2308.06207 · pith_short_12: L3CF7F64MHFI · pith_short_16: L3CF7F64MHFIMXPR · pith_short_8: L3CF7F64

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/L3CF7F64MHFIMXPRK5A6ILOW3B \
  | 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: 5ec45f97dc61ca865df15741e42dd6d8678948d50c38ec21380b2faca8d8215e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c03bfdc44af70abcf9d54e5c8a544da8c1c9000264db678baee139b96e333bc4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-11T16:13:04Z",
    "title_canon_sha256": "a2065d3dd55a832ddea9a0d95d708835b2cbd059ef76e3d6f74dec2b6f195cd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06207",
    "kind": "arxiv",
    "version": 1
  }
}