Pith Number

pith:JPQ5WP5Z

pith:2024:JPQ5WP5ZJFHT5CUXTN6EVGGRT3

not attested not anchored not stored refs pending

Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations

Moxin Li, See-kiong Ng, Tat-Seng Chua, Yang Deng, Yong Zhao

arxiv:2402.15062 v2 · 2024-02-23 · cs.CL · 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{JPQ5WP5ZJFHT5CUXTN6EVGGRT3}

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

2 papers in Pith

"I Don't Know" -- Towards Appropriate Trust with Certainty-Aware Retrieval Augmented Generation

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

Receipt and verification

First computed	2026-07-05T09:14:30.486297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be1db3fb9494f3e8a979b7c4a98d19eddfce9082719a9318e7edd783e81d44e

Aliases

arxiv: 2402.15062 · arxiv_version: 2402.15062v2 · doi: 10.48550/arxiv.2402.15062 · pith_short_12: JPQ5WP5ZJFHT · pith_short_16: JPQ5WP5ZJFHT5CUX · pith_short_8: JPQ5WP5Z

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/JPQ5WP5ZJFHT5CUXTN6EVGGRT3 \
  | 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: 4be1db3fb9494f3e8a979b7c4a98d19eddfce9082719a9318e7edd783e81d44e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2012b9f710c9b42e1f3ab1b4907a9e76b4a68622f59e9b1cdbc3a4decbf7a88",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-23T02:24:36Z",
    "title_canon_sha256": "bd29ec005f76877bfa0a4536d86d8ba0d583d343ec6a20b8e77c126f3fb45f48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15062",
    "kind": "arxiv",
    "version": 2
  }
}