Pith Number

pith:O652YWPR

pith:2026:O652YWPR3YK3YCTAEYP574K4DX

not attested not anchored not stored refs pending

Can LLMs Judge Better Than They Generate? Evaluating Task Asymmetry, Mechanistic Interpretability and Transferability for In-Context QA

Sambaran Bandyopadhyay

arxiv:2606.28050 v1 · 2026-06-26 · 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{O652YWPR3YK3YCTAEYP574K4DX}

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	2026-06-29T01:14:56.343003Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77bbac59f1de15bc0a60261fdff15c1dc604e5e5f410eac47a0369cf3ff491d6

Aliases

arxiv: 2606.28050 · arxiv_version: 2606.28050v1 · doi: 10.48550/arxiv.2606.28050 · pith_short_12: O652YWPR3YK3 · pith_short_16: O652YWPR3YK3YCTA · pith_short_8: O652YWPR

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/O652YWPR3YK3YCTAEYP574K4DX \
  | 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: 77bbac59f1de15bc0a60261fdff15c1dc604e5e5f410eac47a0369cf3ff491d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "670eb9d0d778f9f2c11d3ba13f8165ea5d16c6c97f24a3c381f9e247c648b6b7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-26T12:52:03Z",
    "title_canon_sha256": "2ecace79139242ec0faba8961dfba97010fbf54627520296347f9538f6fd6529"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28050",
    "kind": "arxiv",
    "version": 1
  }
}