Pith Number

pith:KVG2R2BR

pith:2026:KVG2R2BRDODI6SGZOWNY6TX3JD

not attested not anchored not stored refs pending

Counterfactual Benchmarking and Training for Factuality Consistency and Order-Robust Grounded Reasoning in LLMs over Heterogeneous Knowledge

Haofen Wang, Lianghua He, Shibo Chu, Tiehua Zhang, Yuze Liu, Zhijun Ding, Zhishu Shen

arxiv:2608.07838 v1 · 2026-08-08 · 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{KVG2R2BRDODI6SGZOWNY6TX3JD}

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	2026-08-11T01:18:38.955677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

554da8e8311b868f48d9759b8f4efb48e5c1912c23c3e717a378e866f2b7e05f

Aliases

arxiv: 2608.07838 · arxiv_version: 2608.07838v1 · doi: 10.48550/arxiv.2608.07838 · pith_short_12: KVG2R2BRDODI · pith_short_16: KVG2R2BRDODI6SGZ · pith_short_8: KVG2R2BR

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/KVG2R2BRDODI6SGZOWNY6TX3JD \
  | 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: 554da8e8311b868f48d9759b8f4efb48e5c1912c23c3e717a378e866f2b7e05f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb8bd3aa57c15d95fa8bfdfc3b67a3f0982b2c326386d174ef4d794b64173d48",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-08T00:46:32Z",
    "title_canon_sha256": "70a03f5643aaa221c86753504ed18b20eae07e1f2d14a403b0a26f41b98806ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07838",
    "kind": "arxiv",
    "version": 1
  }
}