Pith Number

pith:733ESJRQ

pith:2026:733ESJRQCGUM6H4SQTOY4K63VQ

not attested not anchored not stored refs pending

Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates

Jing Liu, Paiheng Xu, Wei Ai

arxiv:2606.03029 v1 · 2026-06-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{733ESJRQCGUM6H4SQTOY4K63VQ}

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	2026-06-03T01:05:29.691731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fef649263011a8cf1f9284dd8e2bdbac2e8e4ea90e192b2f8d23c0aef2f7b7f0

Aliases

arxiv: 2606.03029 · arxiv_version: 2606.03029v1 · doi: 10.48550/arxiv.2606.03029 · pith_short_12: 733ESJRQCGUM · pith_short_16: 733ESJRQCGUM6H4S · pith_short_8: 733ESJRQ

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/733ESJRQCGUM6H4SQTOY4K63VQ \
  | 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: fef649263011a8cf1f9284dd8e2bdbac2e8e4ea90e192b2f8d23c0aef2f7b7f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aac24943d9132e234e5a4d77b5dee161b8499d1cf5f3b603722c7276f7c8fe68",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-02T02:07:46Z",
    "title_canon_sha256": "ab5cf1d6bda00fa6c66583a461e41bca5ac2de49e37715fa7834069358c499c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03029",
    "kind": "arxiv",
    "version": 1
  }
}