Pith Number

pith:E75JBTRH

pith:2025:E75JBTRHTP3BGJBPCLWYUU6QZQ

not attested not anchored not stored refs pending

Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors

Jian Wang, Joyce Chai, Wenjie Li, Yichi Zhang, Yinpei Dai, Ziqiao Ma

arxiv:2502.13311 v3 · 2025-02-18 · 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{E75JBTRHTP3BGJBPCLWYUU6QZQ}

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.

Cited by

1 paper in Pith

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T11:09:08.787447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27fa90ce279bf613242f12ed8a53d0cc16f5e78d84db04e87f7852ce2ac7f2cd

Aliases

arxiv: 2502.13311 · arxiv_version: 2502.13311v3 · doi: 10.48550/arxiv.2502.13311 · pith_short_12: E75JBTRHTP3B · pith_short_16: E75JBTRHTP3BGJBP · pith_short_8: E75JBTRH

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/E75JBTRHTP3BGJBPCLWYUU6QZQ \
  | 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: 27fa90ce279bf613242f12ed8a53d0cc16f5e78d84db04e87f7852ce2ac7f2cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c4e65783a6fe4a33cdc612ddd6ac5ae1fd0e67d459358a80cdf6325d6b4643d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T22:13:00Z",
    "title_canon_sha256": "a47748c692a0b7c4e3e496bb5a144a012e65a70704bd204963e76e26b02dde96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13311",
    "kind": "arxiv",
    "version": 3
  }
}