Pith Number

pith:O5AXA7GI

pith:2026:O5AXA7GI4L2ZAUEJ7BYAQY7I2Y

not attested not anchored not stored refs pending

Beyond Individual Personas: Aligning Synthetic Dialogue to Population-Level Behavior Distributions

Charith Peris, Emine Yilmaz, Hari Thadakamalla, Hooshang Nayyeri, Rinat Khaziev, Xinyi Liu

arxiv:2606.07893 v1 · 2026-06-05 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O5AXA7GI4L2ZAUEJ7BYAQY7I2Y}

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	2026-06-09T01:04:54.725303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7741707cc8e2f5905089f8700863e8d616887242d23fcfe4f54ac547bb6444c4

Aliases

arxiv: 2606.07893 · arxiv_version: 2606.07893v1 · doi: 10.48550/arxiv.2606.07893 · pith_short_12: O5AXA7GI4L2Z · pith_short_16: O5AXA7GI4L2ZAUEJ · pith_short_8: O5AXA7GI

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/O5AXA7GI4L2ZAUEJ7BYAQY7I2Y \
  | 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: 7741707cc8e2f5905089f8700863e8d616887242d23fcfe4f54ac547bb6444c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "014c41bd7c0540ffcc0b4ab4dd209b40523e06d6239ff6351ec3ccb9133728b4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-05T23:03:53Z",
    "title_canon_sha256": "423e8b75230c1d2549914aeafefcfb6cf67e97a669bec4c8aaf3e882f0aee9c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07893",
    "kind": "arxiv",
    "version": 1
  }
}