Pith Number

pith:H3DSX2LH

pith:2025:H3DSX2LHTVNCWYC4RS725QVIGW

not attested not anchored not stored refs pending

Can LLMs Simulate Social Media Engagement? A Study on Action-Guided Response Generation

Hanjia Lyu, Jiebo Luo, Wei Xiong, Zhongyi Qiu

arxiv:2502.12073 v1 · 2025-02-17 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H3DSX2LHTVNCWYC4RS725QVIGW}

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

3 papers in Pith

Revising Context, Shifting Simulated Stance: Auditing LLM-Based Stance Simulation in Online Discussions

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest

HotComment: A Benchmark for Evaluating Popularity of Online Comments

Receipt and verification

First computed	2026-07-05T10:15:38.423434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ec72be9679d5a2b605c8cbfaec2a835a4b89a3fc7b7cf62da59df4459942a6b

Aliases

arxiv: 2502.12073 · arxiv_version: 2502.12073v1 · doi: 10.48550/arxiv.2502.12073 · pith_short_12: H3DSX2LHTVNC · pith_short_16: H3DSX2LHTVNCWYC4 · pith_short_8: H3DSX2LH

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/H3DSX2LHTVNCWYC4RS725QVIGW \
  | 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: 3ec72be9679d5a2b605c8cbfaec2a835a4b89a3fc7b7cf62da59df4459942a6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2667ef9cf3a3b1d919663922e70a6ae46d1b9c4b8534b5f3db23c4d3615b8115",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T17:43:08Z",
    "title_canon_sha256": "10ae693809215c6991335a1c14ec428b98fb11f5074e200940e1e7227e618f88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12073",
    "kind": "arxiv",
    "version": 1
  }
}