Pith Number

pith:7A7JGKLH

pith:2024:7A7JGKLHBGDVDEQH3BRLTECOBH

not attested not anchored not stored refs pending

Cascade-Aware Training of Language Models

Aditya Krishna Menon, Alec Go, Ankit Singh Rawat, Congchao Wang, Harikrishna Narasimhan, Keith Rush, Sean Augenstein, Wittawat Jitkrittum

arxiv:2406.00060 v1 · 2024-05-29 · 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{7A7JGKLHBGDVDEQH3BRLTECOBH}

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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

AutoRelAnnotator: Calibrated Model Cascades for Cost-Efficient Relevance Evaluation in Sponsored Search

Receipt and verification

First computed	2026-07-05T08:25:56.198459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f83e9329670987519207d862b9904e09f83e9a16dab1437f24a06443e31e19a7

Aliases

arxiv: 2406.00060 · arxiv_version: 2406.00060v1 · doi: 10.48550/arxiv.2406.00060 · pith_short_12: 7A7JGKLHBGDV · pith_short_16: 7A7JGKLHBGDVDEQH · pith_short_8: 7A7JGKLH

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/7A7JGKLHBGDVDEQH3BRLTECOBH \
  | 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: f83e9329670987519207d862b9904e09f83e9a16dab1437f24a06443e31e19a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12e544920dbab94152dbfc319b6a6ba04e6c587b792ff637427173a36bd58b99",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-29T22:28:46Z",
    "title_canon_sha256": "d4e1cb0306470b40ac8ffe3a0b2b7f1c4249fdbb985022bb5d549991f8be8f93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00060",
    "kind": "arxiv",
    "version": 1
  }
}