Pith Number

pith:CZ6VB62S

pith:2023:CZ6VB62SOSTAG4657RZMOEZO5V

not attested not anchored not stored refs pending

Measuring Five Accountable Talk Moves to Improve Instruction at Scale

Ashlee Kupor, Candice Morgan, Dorottya Demszky

arxiv:2311.10749 v1 · 2023-11-02 · cs.CY · cs.AI · 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{CZ6VB62SOSTAG4657RZMOEZO5V}

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

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach

Receipt and verification

First computed	2026-07-05T07:13:56.921433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

167d50fb5274a60373ddfc72c7132eed7497d0862189efd30ce8313927cd6246

Aliases

arxiv: 2311.10749 · arxiv_version: 2311.10749v1 · doi: 10.48550/arxiv.2311.10749 · pith_short_12: CZ6VB62SOSTA · pith_short_16: CZ6VB62SOSTAG465 · pith_short_8: CZ6VB62S

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/CZ6VB62SOSTAG4657RZMOEZO5V \
  | 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: 167d50fb5274a60373ddfc72c7132eed7497d0862189efd30ce8313927cd6246

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "925b45118564a9734cacbd9701dc4640f19a44553d1075a5d0aafce851f59f1d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-11-02T03:04:50Z",
    "title_canon_sha256": "cc0a0184d6f8c9ada4247ba6d4259a79f8035a96f902b010825129af95630476"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10749",
    "kind": "arxiv",
    "version": 1
  }
}