Pith Number

pith:6BP6JLOC

pith:2025:6BP6JLOCURFAEQVM5JIMO3LWJL

not attested not anchored not stored refs pending

Do LLMs Make Mistakes Like Students? Exploring Natural Alignment between Language Models and Human Error Patterns

Naiming Liu, Richard G. Baraniuk, Shashank Sonkar

arxiv:2502.15140 v1 · 2025-02-21 · cs.CL · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6BP6JLOCURFAEQVM5JIMO3LWJL}

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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

Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues

Receipt and verification

First computed	2026-07-05T10:17:56.752249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f05fe4adc2a44a0242acea50c76d764aef2e703f970d8f47dac526b1d83fd9e7

Aliases

arxiv: 2502.15140 · arxiv_version: 2502.15140v1 · doi: 10.48550/arxiv.2502.15140 · pith_short_12: 6BP6JLOCURFA · pith_short_16: 6BP6JLOCURFAEQVM · pith_short_8: 6BP6JLOC

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/6BP6JLOCURFAEQVM5JIMO3LWJL \
  | 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: f05fe4adc2a44a0242acea50c76d764aef2e703f970d8f47dac526b1d83fd9e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb7618a486737c9b0957dcdc438e4088b3a5b78249e89449dea8fa52fe4b52e3",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-21T01:43:32Z",
    "title_canon_sha256": "6d9c248fe541409e9ba62244c297f0194c671129b150d0c5f4a7fefe856288d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15140",
    "kind": "arxiv",
    "version": 1
  }
}