pith. sign in
Pith Number

pith:FZEDPVBZ

pith:2024:FZEDPVBZSPDLZMA2SESWZJHDLM
not attested not anchored not stored refs pending

Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors

Danielle Thomas, Jionghao Lin, Kenneth R. Koedinger, Sanjit Kakarla, Shivang Gupta

arxiv:2401.03238 v1 · 2024-01-06 · cs.HC · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FZEDPVBZSPDLZMA2SESWZJHDLM}

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 2026-07-05T07:31:04.512235Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2e4837d43993c6bcb01a91256ca4e35b2649b3c7749fa291d2464ddc5027de7e

Aliases

arxiv: 2401.03238 · arxiv_version: 2401.03238v1 · doi: 10.48550/arxiv.2401.03238 · pith_short_12: FZEDPVBZSPDL · pith_short_16: FZEDPVBZSPDLZMA2 · pith_short_8: FZEDPVBZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FZEDPVBZSPDLZMA2SESWZJHDLM \
  | 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: 2e4837d43993c6bcb01a91256ca4e35b2649b3c7749fa291d2464ddc5027de7e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "758821ac30575566e533dbd5baa2d94105c8fa106617c8e5f8f72babfc4e00a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-01-06T15:34:27Z",
    "title_canon_sha256": "b57dc7fd99ce0b66be83704894a7b47c03ac471bfb12257667c3216443805882"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03238",
    "kind": "arxiv",
    "version": 1
  }
}