Pith Number

pith:TGCI7NQG

pith:2023:TGCI7NQGSMQRDCBLEAPBWLM347

not attested not anchored not stored refs pending

Adaptive loose optimization for robust question answering

Dechen Kong, Jie Ma, Jun Liu, Min Hu, Pinghui Wang, Ting Han, Zewei Wang

arxiv:2305.03971 v3 · 2023-05-06 · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TGCI7NQGSMQRDCBLEAPBWLM347}

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	2026-07-05T07:07:09.659584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99848fb606932111882b201e1b2d9be7d2a857ddc5de438d1c13436884230726

Aliases

arxiv: 2305.03971 · arxiv_version: 2305.03971v3 · doi: 10.48550/arxiv.2305.03971 · pith_short_12: TGCI7NQGSMQR · pith_short_16: TGCI7NQGSMQRDCBL · pith_short_8: TGCI7NQG

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/TGCI7NQGSMQRDCBLEAPBWLM347 \
  | 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: 99848fb606932111882b201e1b2d9be7d2a857ddc5de438d1c13436884230726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77feb6555a4a3bba5f89f258b202c3738b1e38cc271cf035030562b1b86d77a6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-06T08:09:46Z",
    "title_canon_sha256": "b57d35e1380044a83594eb462079a8a7f777636980a1fc792aa40036c8f94170"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03971",
    "kind": "arxiv",
    "version": 3
  }
}