Pith Number

pith:AIGLR4FY

pith:2024:AIGLR4FYDURTTQZIPD7ONTPYVO

not attested not anchored not stored refs pending

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals

Bing Han, Feng Wei, Jiaqing Liang, Jinglei Chen, Lida Chen, Wei Wang, Xintao Wang, Yanghua Xiao, Zhenghong Hao, Zujie Liang

arxiv:2406.10881 v1 · 2024-06-16 · 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{AIGLR4FYDURTTQZIPD7ONTPYVO}

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

Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research

Receipt and verification

First computed	2026-07-05T08:32:45.684798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

020cb8f0b81d2339c32878fee6cdf8abacd84cafcf31936956b9d1b338a05240

Aliases

arxiv: 2406.10881 · arxiv_version: 2406.10881v1 · doi: 10.48550/arxiv.2406.10881 · pith_short_12: AIGLR4FYDURT · pith_short_16: AIGLR4FYDURTTQZI · pith_short_8: AIGLR4FY

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/AIGLR4FYDURTTQZIPD7ONTPYVO \
  | 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: 020cb8f0b81d2339c32878fee6cdf8abacd84cafcf31936956b9d1b338a05240

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0459efa01e6f5bcd300058a1d36526de4a0dd7ba0db5349bf7ca43f32830217",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-16T10:07:20Z",
    "title_canon_sha256": "112477e2a76a6bfb4bb28c5d2359d9a02d0b69822ffa70cb0468dea66af1855a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10881",
    "kind": "arxiv",
    "version": 1
  }
}