Pith Number

pith:PJUUJ72R

pith:2021:PJUUJ72R7R5MRXMYP5EEFDUZJQ

not attested not anchored not stored refs pending

LiST: Lite Prompted Self-training Makes Parameter-Efficient Few-shot Learners

Ahmed Hassan Awadallah, Jianfeng Gao, Jing Gao, Subhabrata Mukherjee, XiaoDong Liu, Yaqing Wang

arxiv:2110.06274 v2 · 2021-10-12 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJUUJ72R7R5MRXMYP5EEFDUZJQ}

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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

Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and Roadsides

Receipt and verification

First computed	2026-07-05T04:24:36.053768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a6944ff51fc7ac8dd987f48428e994c226bd6c7676936dafae0f8e4af41ea2f

Aliases

arxiv: 2110.06274 · arxiv_version: 2110.06274v2 · doi: 10.48550/arxiv.2110.06274 · pith_short_12: PJUUJ72R7R5M · pith_short_16: PJUUJ72R7R5MRXMY · pith_short_8: PJUUJ72R

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/PJUUJ72R7R5MRXMYP5EEFDUZJQ \
  | 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: 7a6944ff51fc7ac8dd987f48428e994c226bd6c7676936dafae0f8e4af41ea2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24aeea150baed6704f2d2155eada6b1fe8da29d0e1a0c3728f8d94bcc9322130",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-10-12T18:47:18Z",
    "title_canon_sha256": "cd493188bb81a0f3c1778333c86f138d715f6084fe57cf8a440d8b41809ef5ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06274",
    "kind": "arxiv",
    "version": 2
  }
}