Pith Number

pith:IY4YTQ7G

pith:2022:IY4YTQ7GJPK4SIMFEHUTBVFLZM

not attested not anchored not stored refs pending

Incorporating Causal Analysis into Diversified and Logical Response Generation

Jiayi Liu, Ji Zhang, Tan Yan, Wei Wei, Xing Gao, Yulin Kang, Zhixuan Chu

arxiv:2209.09482 v2 · 2022-09-20 · 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{IY4YTQ7GJPK4SIMFEHUTBVFLZM}

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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.

Receipt and verification

First computed	2026-07-05T05:05:09.284765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

463989c3e64bd5c9218521e930d4abcb08e035e440c4c0cf855c52c4b51d7e26

Aliases

arxiv: 2209.09482 · arxiv_version: 2209.09482v2 · doi: 10.48550/arxiv.2209.09482 · pith_short_12: IY4YTQ7GJPK4 · pith_short_16: IY4YTQ7GJPK4SIMF · pith_short_8: IY4YTQ7G

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/IY4YTQ7GJPK4SIMFEHUTBVFLZM \
  | 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: 463989c3e64bd5c9218521e930d4abcb08e035e440c4c0cf855c52c4b51d7e26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3cdd0ae69a4774df82d3931c8b2fe42b6af293e48bd8e03f61fc19ee5cc6242",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-09-20T05:51:11Z",
    "title_canon_sha256": "7aea33480a9d99a8fe6009a1f23f95ab75e3e86a909789a270d8225ab1dd275c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.09482",
    "kind": "arxiv",
    "version": 2
  }
}