Pith. sign in
Pith Number

pith:W4ZNRIYL

pith:2023:W4ZNRIYLX3ZKRGE5OJZIR474GI
not attested not anchored not stored refs pending

An Investigation of LLMs' Inefficacy in Understanding Converse Relations

Bailin Wang, Binyuan Hui, Bowen Li, Chengwen Qi, Jinwang Wu, Jinyang Li, Yuanjun Laili

arxiv:2310.05163 v3 · 2023-10-08 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W4ZNRIYLX3ZKRGE5OJZIR474GI}

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 2026-07-05T07:12:00.183008Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b732d8a30bbef2a8989d727288f3fc3235907ac3daeca2c675706cf3fa3d296d

Aliases

arxiv: 2310.05163 · arxiv_version: 2310.05163v3 · doi: 10.48550/arxiv.2310.05163 · pith_short_12: W4ZNRIYLX3ZK · pith_short_16: W4ZNRIYLX3ZKRGE5 · pith_short_8: W4ZNRIYL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W4ZNRIYLX3ZKRGE5OJZIR474GI \
  | 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: b732d8a30bbef2a8989d727288f3fc3235907ac3daeca2c675706cf3fa3d296d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6e3107493f1b6a699b7a61c60e5e89a0fcd60b9e56fbce5fd9957e70cf58fa9b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-08T13:45:05Z",
    "title_canon_sha256": "89e7ec2269c62a7a036c51b26aba3b9a926abcb9c081a63575c85c6fa295cd7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05163",
    "kind": "arxiv",
    "version": 3
  }
}