Pith Number

pith:SVJR56AF

pith:2026:SVJR56AFLUSQCWA6Q3K4ME2NJI

not attested not anchored not stored refs pending

RealUserSim: Bridging the Reality Gap in Agent Benchmarking via Grounded User Simulation

Huan Wang, Jielin Qiu, Juntao Tan, Liangwei Yang, Ming Zhu, Rithesh Murthy, Shelby Heinecke, Silvio Savarese, Wenting Zhao

arxiv:2605.20204 v1 · 2026-04-07 · cs.HC · 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{SVJR56AFLUSQCWA6Q3K4ME2NJI}

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.

Receipt and verification

First computed	2026-05-21T00:04:21.003815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

95531ef8055d2501581e86d5c6134d4a3796d5bf9260fb5231af35a05bc9d9e6

Aliases

arxiv: 2605.20204 · arxiv_version: 2605.20204v1 · doi: 10.48550/arxiv.2605.20204 · pith_short_12: SVJR56AFLUSQ · pith_short_16: SVJR56AFLUSQCWA6 · pith_short_8: SVJR56AF

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/SVJR56AFLUSQCWA6Q3K4ME2NJI \
  | 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: 95531ef8055d2501581e86d5c6134d4a3796d5bf9260fb5231af35a05bc9d9e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45ae21df8e42a989e73c1a490f57b134378476e18039e193ff5182ce924f8eec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2026-04-07T19:42:36Z",
    "title_canon_sha256": "fb55cb039f9369043961e9dee1ee8f86164eed8387882caf140540c8842094d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.20204",
    "kind": "arxiv",
    "version": 1
  }
}