Pith Number

pith:XQGMHTAE

pith:2026:XQGMHTAEIUJBYYYWQ54G6MOFXA

not attested not anchored not stored refs pending

Agentic Persona Generation with Critique-Refinement: An Industrial Evaluation

David Dewar, Mehrdad Sabetzadeh, Mohammad Hossein Amini, Shiva Nejati

arxiv:2606.09637 v1 · 2026-06-08 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XQGMHTAEIUJBYYYWQ54G6MOFXA}

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	2026-06-09T02:09:00.437373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc0cc3cc0445121c631687786f31c5b813c09cceee2d6ea61181b78e05c52515

Aliases

arxiv: 2606.09637 · arxiv_version: 2606.09637v1 · doi: 10.48550/arxiv.2606.09637 · pith_short_12: XQGMHTAEIUJB · pith_short_16: XQGMHTAEIUJBYYYW · pith_short_8: XQGMHTAE

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/XQGMHTAEIUJBYYYWQ54G6MOFXA \
  | 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: bc0cc3cc0445121c631687786f31c5b813c09cceee2d6ea61181b78e05c52515

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f564832360b5a21448498a2040623516ba42c60f844871393e7f53356fde82ed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-08T15:34:29Z",
    "title_canon_sha256": "7d5776a5daf49f5792ef03fbc918eafd26dac31fb0afad0c80fe3cb49d870adb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09637",
    "kind": "arxiv",
    "version": 1
  }
}