Pith Number

pith:65XWP6KL

pith:2023:65XWP6KLVGDUTMW6ZGF5K2XWOK

not attested not anchored not stored refs pending

Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning

Bosheng Ding, Chen Chen, Chengwei Qin, Fangkai Jiao, Ruirui Chen, Shafiq Joty, Wenhan Xia, Yuchen Hu

arxiv:2312.17055 v3 · 2023-12-28 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{65XWP6KLVGDUTMW6ZGF5K2XWOK}

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	2026-07-05T11:13:06.755693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f76f67f94ba98749b2dec98bd56af67292f15d05770769d95dc3945b6b1e979a

Aliases

arxiv: 2312.17055 · arxiv_version: 2312.17055v3 · doi: 10.48550/arxiv.2312.17055 · pith_short_12: 65XWP6KLVGDU · pith_short_16: 65XWP6KLVGDUTMW6 · pith_short_8: 65XWP6KL

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/65XWP6KLVGDUTMW6ZGF5K2XWOK \
  | 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: f76f67f94ba98749b2dec98bd56af67292f15d05770769d95dc3945b6b1e979a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdbc3f6d5f6d55960a2f996b28b1181b125de34ce58b8866858f829e0f50f22d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-28T15:02:03Z",
    "title_canon_sha256": "a28b23b510d3a2533f4b2edff5a7dff2feb2800810cdbc4a79a74f0064826d91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17055",
    "kind": "arxiv",
    "version": 3
  }
}