Pith Number

pith:GUJGLLFH

pith:2023:GUJGLLFHGGKQAAHVZJTSOICNIX

not attested not anchored not stored refs pending

Assessing the efficacy of large language models in generating accurate teacher responses

Abhishek Masand, Tushaar Gangavarapu, Wentao Guo, Yann Hicke

arxiv:2307.04274 v1 · 2023-07-09 · 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{GUJGLLFHGGKQAAHVZJTSOICNIX}

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	2026-07-05T07:11:57.596957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

351265aca731950000f5ca6727204d45fb34ace0b06bff2c9168ee27934607fa

Aliases

arxiv: 2307.04274 · arxiv_version: 2307.04274v1 · doi: 10.48550/arxiv.2307.04274 · pith_short_12: GUJGLLFHGGKQ · pith_short_16: GUJGLLFHGGKQAAHV · pith_short_8: GUJGLLFH

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/GUJGLLFHGGKQAAHVZJTSOICNIX \
  | 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: 351265aca731950000f5ca6727204d45fb34ace0b06bff2c9168ee27934607fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f077e00a9f31c80d37b8162c0f94605f4d40586f901a8a5e6711d89dd6524623",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-09T22:32:46Z",
    "title_canon_sha256": "ae553095ecaec0125f754888095de4e6cf43b121c562876cfb06d937ab579b10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04274",
    "kind": "arxiv",
    "version": 1
  }
}