Pith Number

pith:K7G5MXIC

pith:2023:K7G5MXICRSDS5BYPCYI44KXSJT

not attested not anchored not stored refs pending

A Study on the Calibration of In-context Learning

Dean Foster, Dhruv Madeka, Eric Xing, Hanlin Zhang, Himabindu Lakkaraju, Sham Kakade, Yaodong Yu, Yi-Fan Zhang

arxiv:2312.04021 v4 · 2023-12-07 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K7G5MXICRSDS5BYPCYI44KXSJT}

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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.

Cited by

1 paper in Pith

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T08:01:35.625911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57cdd65d028c872e870f1611ce2af24cf8ea6f9cfd1aee6a0ccf19b1f641a523

Aliases

arxiv: 2312.04021 · arxiv_version: 2312.04021v4 · doi: 10.48550/arxiv.2312.04021 · pith_short_12: K7G5MXICRSDS · pith_short_16: K7G5MXICRSDS5BYP · pith_short_8: K7G5MXIC

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/K7G5MXICRSDS5BYPCYI44KXSJT \
  | 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: 57cdd65d028c872e870f1611ce2af24cf8ea6f9cfd1aee6a0ccf19b1f641a523

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9eed09ab741d2d32765add25e49e5b09d49feb34732c8a4b36d326e3df68ee3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-07T03:37:39Z",
    "title_canon_sha256": "58e7b51fb683283f872123f6eced14db670631263453ba7ec5599825666f04c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04021",
    "kind": "arxiv",
    "version": 4
  }
}