Pith Number

pith:DHFWS5CX

pith:2026:DHFWS5CXQYAEGZWGZMNPE2J2R3

not attested not anchored not stored refs pending

MirrorBench: A Benchmark to Evaluate Conversational User-Proxy Agents for Human-Likeness

Anil Babu Ankisettipalli, Ashutosh Hathidara, Julien Yu, Sebastian Schreiber, Vaishali Senthil

arxiv:2601.08118 v3 · 2026-01-13 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHFWS5CXQYAEGZWGZMNPE2J2R3}

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

Reinforcing Human Behavior Simulation via Verbal Feedback

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

Beyond the Assistant Turn: User Turn Generation as a Probe of Interaction Awareness in Language Models

Receipt and verification

First computed	2026-05-20T00:04:21.345567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19cb69745786004366c6cb1af2693a8ef378ab11e3cdf3b415b4a6e271c6c3c1

Aliases

arxiv: 2601.08118 · arxiv_version: 2601.08118v3 · doi: 10.48550/arxiv.2601.08118 · pith_short_12: DHFWS5CXQYAE · pith_short_16: DHFWS5CXQYAEGZWG · pith_short_8: DHFWS5CX

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/DHFWS5CXQYAEGZWGZMNPE2J2R3 \
  | 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: 19cb69745786004366c6cb1af2693a8ef378ab11e3cdf3b415b4a6e271c6c3c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2359e9a587b2a53769b5eb306b64495be999cec481cb2fc55fed07378fcaf7e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-13T01:16:13Z",
    "title_canon_sha256": "9014c3c057641df09df01b2a0929bd36dfc465a5ea972149b9abf6332759e8cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.08118",
    "kind": "arxiv",
    "version": 3
  }
}