Pith Number

pith:56JXPVMM

pith:2025:56JXPVMM6PTFXZWYAI6WEZBR5H

not attested not anchored not stored refs pending

Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs

Devamanyu Hazarika, Kaixiang Lin, Mingyi Hong, Siyan Zhao, Yang Liu

arxiv:2502.09597 v1 · 2025-02-13 · cs.LG · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56JXPVMM6PTFXZWYAI6WEZBR5H}

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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

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PERMA: Benchmarking Personalized Memory Agents via Event-Driven Preference and Realistic Task Environments

SensorPersona: An LLM-Empowered System for Continual Persona Extraction from Longitudinal Mobile Sensor Streams

Receipt and verification

First computed	2026-07-05T10:13:59.853637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef9377d58cf3e65be6d8023d626431e9f6e5c1785bedd1b10bec4d67652ce6bd

Aliases

arxiv: 2502.09597 · arxiv_version: 2502.09597v1 · doi: 10.48550/arxiv.2502.09597 · pith_short_12: 56JXPVMM6PTF · pith_short_16: 56JXPVMM6PTFXZWY · pith_short_8: 56JXPVMM

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/56JXPVMM6PTFXZWYAI6WEZBR5H \
  | 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: ef9377d58cf3e65be6d8023d626431e9f6e5c1785bedd1b10bec4d67652ce6bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b59278d1c907a1875ec3dc7001e6f381c47ef6df6b681651f6d81f298838cfc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-13T18:52:03Z",
    "title_canon_sha256": "d719dc764a10e639af76d32c1deb22e83329389c36b253fa569bcdb59b9452d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09597",
    "kind": "arxiv",
    "version": 1
  }
}