Pith Number

pith:QQFNGTWQ

pith:2022:QQFNGTWQI46PTUW2A56BEKKANU

not attested not anchored not stored refs pending

Diverse Demonstrations Improve In-context Compositional Generalization

Ben Bogin, Itay Levy, Jonathan Berant

arxiv:2212.06800 v3 · 2022-12-13 · 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{QQFNGTWQI46PTUW2A56BEKKANU}

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	2026-07-05T06:24:10.968275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

840ad34ed0473cf9d2da077c1229406d262a92bdb4e891a1a486a754f561ebf4

Aliases

arxiv: 2212.06800 · arxiv_version: 2212.06800v3 · doi: 10.48550/arxiv.2212.06800 · pith_short_12: QQFNGTWQI46P · pith_short_16: QQFNGTWQI46PTUW2 · pith_short_8: QQFNGTWQ

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/QQFNGTWQI46PTUW2A56BEKKANU \
  | 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: 840ad34ed0473cf9d2da077c1229406d262a92bdb4e891a1a486a754f561ebf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1f889e9fa1d4418b7b02ae133e9592227ed068069cc83bf4651b166b428d3fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-13T18:34:15Z",
    "title_canon_sha256": "44a2fcd42ea0d4ffdd04a926bc5fff93ceefb4a541e35b41359570c99c4e2f44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06800",
    "kind": "arxiv",
    "version": 3
  }
}