Pith Number

pith:6FIVTKDU

pith:2025:6FIVTKDUC362ZHQO6X4372XDBD

not attested not anchored not stored refs pending

Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action

Dongha Lee, Jeongeun Lee, Soojin Yoon, Sunghwan Kim, Tongyoung Kim

arxiv:2504.08754 v5 · 2025-03-28 · cs.IR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6FIVTKDUC362ZHQO6X4372XDBD}

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

2 papers in Pith

Think Thrice Before You Speak: Dual knowledge-enhanced Theory-of-Mind Reasoning for Persuasive Agents

Decision-aware User Simulation Agent for Evaluating Conversational Recommender Systems

Receipt and verification

First computed	2026-07-05T11:49:53.185227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f15159a87416fdac9e0ef5f9bfeae308df14a65064f0ed7807a9eb20cd405152

Aliases

arxiv: 2504.08754 · arxiv_version: 2504.08754v5 · doi: 10.48550/arxiv.2504.08754 · pith_short_12: 6FIVTKDUC362 · pith_short_16: 6FIVTKDUC362ZHQO · pith_short_8: 6FIVTKDU

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/6FIVTKDUC362ZHQO6X4372XDBD \
  | 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: f15159a87416fdac9e0ef5f9bfeae308df14a65064f0ed7807a9eb20cd405152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a54ae9ded2db5866559823e1dd284e504c24110ddbfc88d2c5b5cf60f6f76ca7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-28T15:49:52Z",
    "title_canon_sha256": "6ee87e4cbcd80e9773d7ca9046c3fccbad4c0452f2786fea4552e99446bd0373"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.08754",
    "kind": "arxiv",
    "version": 5
  }
}