Pith Number

pith:QCAXLNMO

pith:2020:QCAXLNMOABZIDNI5YRPFBIP4OF

not attested not anchored not stored refs pending

Calibration of Pre-trained Transformers

Greg Durrett, Shrey Desai

arxiv:2003.07892 v3 · 2020-03-17 · cs.CL · 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{QCAXLNMOABZIDNI5YRPFBIP4OF}

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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

6 papers in Pith

Can LLM Rerankers Predict Their Own Ranking Performance?

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

On the Blessing of Pre-training in Weak-to-Strong Generalization

Language Models (Mostly) Know What They Know

Calibrating Model-Based Evaluation Metrics for Summarization

Receipt and verification

First computed	2026-07-05T01:43:14.431847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

808175b58e007281b51dc45e50a1fc716704bff81c89e98fa669239819cc5fdf

Aliases

arxiv: 2003.07892 · arxiv_version: 2003.07892v3 · doi: 10.48550/arxiv.2003.07892 · pith_short_12: QCAXLNMOABZI · pith_short_16: QCAXLNMOABZIDNI5 · pith_short_8: QCAXLNMO

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/QCAXLNMOABZIDNI5YRPFBIP4OF \
  | 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: 808175b58e007281b51dc45e50a1fc716704bff81c89e98fa669239819cc5fdf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb758587801e7ae8889be271905d13a8c28e6ffff02a8109c1c5dacf9c062ba8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-03-17T18:58:44Z",
    "title_canon_sha256": "8bc2b539cb085dbb1d4cde776ce2f69155ef7320bd24584dc9cbc2c48be7d70b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.07892",
    "kind": "arxiv",
    "version": 3
  }
}