Pith Number

pith:NCL2FIVT

pith:2025:NCL2FIVTIXB52OQDO6AWGETTM6

not attested not anchored not stored refs pending

Augmenting Human-Annotated Training Data with Large Language Model Generation and Distillation in Open-Response Assessment

Conrad Borchers, Danielle R. Thomas, Jionghao Lin, Kenneth R. Koedinger, Ralph Abboud

arxiv:2501.09126 v1 · 2025-01-15 · cs.CL · cs.CY · cs.LG

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\usepackage{pith}
\pithnumber{NCL2FIVTIXB52OQDO6AWGETTM6}

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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

Temperature and Persona Shape LLM Agent Consensus With Minimal Accuracy Gains in Qualitative Coding

Receipt and verification

First computed	2026-07-05T10:01:42.173282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6897a2a2b345c3dd3a037781631273679ebc1d627b4e48c0983c63df9a223270

Aliases

arxiv: 2501.09126 · arxiv_version: 2501.09126v1 · doi: 10.48550/arxiv.2501.09126 · pith_short_12: NCL2FIVTIXB5 · pith_short_16: NCL2FIVTIXB52OQD · pith_short_8: NCL2FIVT

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/NCL2FIVTIXB52OQDO6AWGETTM6 \
  | 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: 6897a2a2b345c3dd3a037781631273679ebc1d627b4e48c0983c63df9a223270

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b0ec627db40069f6a2974739680a86dea8c9120df519c1d3d06c7a9989b9d80",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-15T20:13:46Z",
    "title_canon_sha256": "72c01056e88e4e905efce541dc1f93530ef7eb03314d04a49cea5d362383762a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09126",
    "kind": "arxiv",
    "version": 1
  }
}