Pith Number

pith:M3ESLKRD

pith:2026:M3ESLKRDS22OEOJ367ERIO4GR3

not attested not anchored not stored refs pending

What is the Causal Effect of a Conversation? Estimands and Inference in AI Mediated Conversations

Adriane Fresh, Aiden Shin

arxiv:2607.03597 v1 · 2026-07-03 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M3ESLKRDS22OEOJ367ERIO4GR3}

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	2026-07-07T02:17:56.652071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66c925aa2396b4e2393bf7c9143b868eed29ef4b6d235ca6b3e80ba1b9105015

Aliases

arxiv: 2607.03597 · arxiv_version: 2607.03597v1 · doi: 10.48550/arxiv.2607.03597 · pith_short_12: M3ESLKRDS22O · pith_short_16: M3ESLKRDS22OEOJ3 · pith_short_8: M3ESLKRD

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/M3ESLKRDS22OEOJ367ERIO4GR3 \
  | 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: 66c925aa2396b4e2393bf7c9143b868eed29ef4b6d235ca6b3e80ba1b9105015

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a95d3b172ebc6bf05d0122e53923db7736c4e839d2639647f3bf3220fe23c3a0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-07-03T20:48:54Z",
    "title_canon_sha256": "b82e6adcd3c593b752150c2dc7ee624c8604ef24e648a2b113e1605e2f2f9215"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03597",
    "kind": "arxiv",
    "version": 1
  }
}