Pith Number

pith:WOZJSV7G

pith:2025:WOZJSV7G6V6MVZRZEAMY6CPVR4

not attested not anchored not stored refs pending

Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation

Erdun Gao, Lina Yao, Mingming Gong, Ruoyu Wang, Xinshu Li

arxiv:2507.19882 v1 · 2025-07-26 · 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{WOZJSV7G6V6MVZRZEAMY6CPVR4}

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	2026-07-05T11:43:44.247033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3b29957e6f57ccae63920198f09f58f0e31488474ab765dd11c76a40cf450e4

Aliases

arxiv: 2507.19882 · arxiv_version: 2507.19882v1 · doi: 10.48550/arxiv.2507.19882 · pith_short_12: WOZJSV7G6V6M · pith_short_16: WOZJSV7G6V6MVZRZ · pith_short_8: WOZJSV7G

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/WOZJSV7G6V6MVZRZEAMY6CPVR4 \
  | 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: b3b29957e6f57ccae63920198f09f58f0e31488474ab765dd11c76a40cf450e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f373a7fd8710e292c8610733dc71db828e8dd0fbf0d2c057a5c49b6437602956",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-26T09:27:52Z",
    "title_canon_sha256": "7c542b0f9196062ba83af4a398c4c71c5c53818c173500a917aca08c85b5ac1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19882",
    "kind": "arxiv",
    "version": 1
  }
}