Pith Number

pith:6K3BKRE6

pith:2022:6K3BKRE6LQVXL7HYRWDVNYYKTU

not attested not anchored not stored refs pending

Exploring The Landscape of Distributional Robustness for Question Answering Models

Anas Awadalla, Gabriel Ilharco, Hannaneh Hajishirzi, Ian Magnusson, Ludwig Schmidt, Mitchell Wortsman, Sewon Min

arxiv:2210.12517 v1 · 2022-10-22 · 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{6K3BKRE6LQVXL7HYRWDVNYYKTU}

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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

LLMs on the Line: Data Determines Loss-to-Loss Scaling Laws

Receipt and verification

First computed	2026-07-05T05:09:29.344490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2b615449e5c2b75fcf88d8756e30a9d1bda1a121fa3e852b8b298343cd38e51

Aliases

arxiv: 2210.12517 · arxiv_version: 2210.12517v1 · doi: 10.48550/arxiv.2210.12517 · pith_short_12: 6K3BKRE6LQVX · pith_short_16: 6K3BKRE6LQVXL7HY · pith_short_8: 6K3BKRE6

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/6K3BKRE6LQVXL7HYRWDVNYYKTU \
  | 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: f2b615449e5c2b75fcf88d8756e30a9d1bda1a121fa3e852b8b298343cd38e51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95a3b82f67c14f62738d0e3745c5042051da10425819c7d210d44a255c58c5a2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-22T18:17:31Z",
    "title_canon_sha256": "14ee868255c33e8bc76d67c9bff5b63fb476b159ba2e330687a737515efdb063"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12517",
    "kind": "arxiv",
    "version": 1
  }
}