Pith Number

pith:4LSWPSLI

pith:2026:4LSWPSLIRUX4CY7MAWGYQPNXNS

not attested not anchored not stored refs pending

Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition

Cornelia Caragea, Eduard Dragut, Fangping Lan, Longin Jan Latecki, Qi Zhang

arxiv:2606.21890 v1 · 2026-06-20 · cs.CL · 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{4LSWPSLIRUX4CY7MAWGYQPNXNS}

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	2026-06-23T02:13:02.006137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2e567c9688d2fc163ec058d883db76cb6244ae74f555b23a69367506282e3f0

Aliases

arxiv: 2606.21890 · arxiv_version: 2606.21890v1 · doi: 10.48550/arxiv.2606.21890 · pith_short_12: 4LSWPSLIRUX4 · pith_short_16: 4LSWPSLIRUX4CY7M · pith_short_8: 4LSWPSLI

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/4LSWPSLIRUX4CY7MAWGYQPNXNS \
  | 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: e2e567c9688d2fc163ec058d883db76cb6244ae74f555b23a69367506282e3f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57745a1361bb939c68f8347944c288a526ff35263c7ba30b0b83a299073f33d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-20T05:39:59Z",
    "title_canon_sha256": "2f4536bf6319645231f33c827f8254eafd83a55172af7fef5342d3b350a0d9e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.21890",
    "kind": "arxiv",
    "version": 1
  }
}