Pith Number

pith:TR4ZJEQ6

pith:2024:TR4ZJEQ64Q5M5IMMCAEECLOQZ5

not attested not anchored not stored refs pending

Improving Socratic Question Generation using Data Augmentation and Preference Optimization

Andrew Lan, Nischal Ashok Kumar

arxiv:2403.00199 v3 · 2024-03-01 · cs.CL · cs.CY · 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{TR4ZJEQ64Q5M5IMMCAEECLOQZ5}

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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

Robust pid sliding mode control for dc servo motor speed control

Receipt and verification

First computed	2026-07-05T08:09:48.707628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c7994921ee43acea18c1008412dd0cf6240b7ae7b7caafaa4ee4523a81ac0fc

Aliases

arxiv: 2403.00199 · arxiv_version: 2403.00199v3 · doi: 10.48550/arxiv.2403.00199 · pith_short_12: TR4ZJEQ64Q5M · pith_short_16: TR4ZJEQ64Q5M5IMM · pith_short_8: TR4ZJEQ6

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/TR4ZJEQ64Q5M5IMMCAEECLOQZ5 \
  | 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: 9c7994921ee43acea18c1008412dd0cf6240b7ae7b7caafaa4ee4523a81ac0fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4340c850c64196f6697a47e107d0cd1b4462167f95832b7fccd0e56a94d18648",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-01T00:08:20Z",
    "title_canon_sha256": "5870febe83451be03265d674da0c2d538ccad53de4d17583f32a02592e3de876"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.00199",
    "kind": "arxiv",
    "version": 3
  }
}