Pith Number

pith:7F3FLLQK

pith:2026:7F3FLLQKVHMJ2FENL4FMVY4INE

not attested not anchored not stored refs pending

Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support

Abeer Badawi, Elahe Rahimi, Elham Dolatabadi, Enamul Hoque, Frank Rudzicz, Laleh Seyyed-Kalantari, Mizanur Rahman

arxiv:2606.30887 v1 · 2026-06-29 · cs.CL · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7F3FLLQKVHMJ2FENL4FMVY4INE}

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	2026-07-01T00:17:20.548499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f97655ae0aa9d89d148d5f0acae3886935791282c0a0d49b1713e72f636364c4

Aliases

arxiv: 2606.30887 · arxiv_version: 2606.30887v1 · doi: 10.48550/arxiv.2606.30887 · pith_short_12: 7F3FLLQKVHMJ · pith_short_16: 7F3FLLQKVHMJ2FEN · pith_short_8: 7F3FLLQK

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/7F3FLLQKVHMJ2FENL4FMVY4INE \
  | 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: f97655ae0aa9d89d148d5f0acae3886935791282c0a0d49b1713e72f636364c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e23bbfc9c4177886643867a1ce2ebf1f1cf01356a6564eccb30d8ef01b8f1ed1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-29T20:22:25Z",
    "title_canon_sha256": "06f28e16c7cba05823db504748e96438f00273c64c845b89b0d762b3b925d7ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30887",
    "kind": "arxiv",
    "version": 1
  }
}