Pith Number

pith:NNF6RDRM

pith:2023:NNF6RDRM7XP6OORZJHC3EJUDHW

not attested not anchored not stored refs pending

Context Matters: A Strategy to Pre-train Language Model for Science Education

Lei Liu, Tianming Liu, Xiaoming Zhai, Xinyu He, Zhengliang Liu

arxiv:2301.12031 v1 · 2023-01-27 · 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{NNF6RDRM7XP6OORZJHC3EJUDHW}

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

Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research

Receipt and verification

First computed	2026-07-05T07:14:09.050388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b4be88e2cfddfe73a3949c5b226833db8847a4785266409d221475eb53ee841

Aliases

arxiv: 2301.12031 · arxiv_version: 2301.12031v1 · doi: 10.48550/arxiv.2301.12031 · pith_short_12: NNF6RDRM7XP6 · pith_short_16: NNF6RDRM7XP6OORZ · pith_short_8: NNF6RDRM

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/NNF6RDRM7XP6OORZJHC3EJUDHW \
  | 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: 6b4be88e2cfddfe73a3949c5b226833db8847a4785266409d221475eb53ee841

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df43d19deade53a8456bef59c4c1220d04cf4c4d903b36b55db9016e35ffa9c8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-01-27T23:50:16Z",
    "title_canon_sha256": "e80942e209de883c014515becd0062313b130d225951ee29d5fa601a4882c1a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12031",
    "kind": "arxiv",
    "version": 1
  }
}