Pith Number

pith:D62KHUTI

pith:2023:D62KHUTIG3XZDRZSLVKAAWK7OA

not attested not anchored not stored refs pending

Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

Abhinav Sethy, Arshdeep Singh, Chris Richardson, Kellen Gillespie, Omar Zia Khan, Sudipta Kar, Yao Zhang, Zeynab Raeesy

arxiv:2310.20081 v1 · 2023-10-30 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D62KHUTIG3XZDRZSLVKAAWK7OA}

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

8 papers in Pith

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization

Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization

Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization

Preference-Aware Rubric Learning for Personalized Evaluation

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Receipt and verification

First computed	2026-07-05T07:07:23.717057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fb4a3d26836ef91c7325d5400595f703908c169be7875ee7d89dc189da492be

Aliases

arxiv: 2310.20081 · arxiv_version: 2310.20081v1 · doi: 10.48550/arxiv.2310.20081 · pith_short_12: D62KHUTIG3XZ · pith_short_16: D62KHUTIG3XZDRZS · pith_short_8: D62KHUTI

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/D62KHUTIG3XZDRZSLVKAAWK7OA \
  | 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: 1fb4a3d26836ef91c7325d5400595f703908c169be7875ee7d89dc189da492be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d9395ba70077aca844343c30808cdfc4086a1613e38ba44b50e18bef648faf4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-30T23:40:41Z",
    "title_canon_sha256": "4c6afb8fd602c1aca87a51e3f95c096230a8c7129d0bb0843b5f4675c4a271d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20081",
    "kind": "arxiv",
    "version": 1
  }
}