Pith Number

pith:QNR3556X

pith:2024:QNR3556X62FPK5QHXWL2JMNIM4

not attested not anchored not stored refs pending

PersonaFlow: Designing LLM-Simulated Expert Perspectives for Enhanced Research Ideation

Haijun Xia, Mehul Jitendra Oswal, Pranav Sharma, Yiren Liu, Yun Huang

arxiv:2409.12538 v2 · 2024-09-19 · cs.HC · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QNR3556X62FPK5QHXWL2JMNIM4}

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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

4 papers in Pith

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation

Can GPT-4o Evaluate Usability Like Human Experts? A Comparative Study on Issue Identification in Heuristic Evaluation

IDRBench: Understanding the Capability of Large Language Models on Interdisciplinary Research

Enhanced Self-Learning with Epistemologically-Informed LLM Dialogue

Receipt and verification

First computed	2026-07-05T11:34:00.080962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8363bef7d7f68af57607bd97a4b1a8673ea3ea0ac9564e1b55feb4d35f19efe5

Aliases

arxiv: 2409.12538 · arxiv_version: 2409.12538v2 · doi: 10.48550/arxiv.2409.12538 · pith_short_12: QNR3556X62FP · pith_short_16: QNR3556X62FPK5QH · pith_short_8: QNR3556X

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/QNR3556X62FPK5QHXWL2JMNIM4 \
  | 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: 8363bef7d7f68af57607bd97a4b1a8673ea3ea0ac9564e1b55feb4d35f19efe5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bf635c392d01844dc3e70ce35dca5739cf28cb3d5f51fbaf7fcd4b83be95e16",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-09-19T07:54:29Z",
    "title_canon_sha256": "4c4423ffe3550deade9e91818c9083509bda03580fe91e5ae541e83720a72b74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.12538",
    "kind": "arxiv",
    "version": 2
  }
}