Pith Number

pith:E7ZCTX3G

pith:2025:E7ZCTX3GBIHHGE65MNDT74DQB2

not attested not anchored not stored refs pending

Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning

Andrew Well, Huimin Xu, Joakim Nguyen, Mia Markey, Seungjun Yi, Terence Lim, Ying Ding

arxiv:2506.23998 v2 · 2025-06-30 · 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{E7ZCTX3GBIHHGE65MNDT74DQB2}

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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

1 paper in Pith

How to Interpret Agent Behavior

Receipt and verification

First computed	2026-07-05T11:50:59.882142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27f229df660a0e7313dd63473ff0700ebcc0f977f370cf87f01a4c6927facf2f

Aliases

arxiv: 2506.23998 · arxiv_version: 2506.23998v2 · doi: 10.48550/arxiv.2506.23998 · pith_short_12: E7ZCTX3GBIHH · pith_short_16: E7ZCTX3GBIHHGE65 · pith_short_8: E7ZCTX3G

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/E7ZCTX3GBIHHGE65MNDT74DQB2 \
  | 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: 27f229df660a0e7313dd63473ff0700ebcc0f977f370cf87f01a4c6927facf2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdecab05f2f962cd3396678218a855009364cdb3b4824ba897c3857c86cd05b9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-30T16:02:28Z",
    "title_canon_sha256": "a8cc50f77cd802dac55ba43264c66a2480fff98d80418660a42c9e3b57c47342"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23998",
    "kind": "arxiv",
    "version": 2
  }
}