Pith Number

pith:TLKHEJSB

pith:2022:TLKHEJSBST3Q3GUZSTOCO2PZ2X

not attested not anchored not stored refs pending

When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad Responses into Good Labels

Emily Dinan, Jason Weston, Jing Xu, Kurt Shuster, Weiyan Shi

arxiv:2210.15893 v1 · 2022-10-28 · cs.CL · 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{TLKHEJSBST3Q3GUZSTOCO2PZ2X}

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

WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback

Chain-of-Verification Reduces Hallucination in Large Language Models

Receipt and verification

First computed	2026-07-05T05:11:27.100294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ad472264194f70d9a9994dc2769f9d5cb4e527e6b110873a02bf0dbaa542ebb

Aliases

arxiv: 2210.15893 · arxiv_version: 2210.15893v1 · doi: 10.48550/arxiv.2210.15893 · pith_short_12: TLKHEJSBST3Q · pith_short_16: TLKHEJSBST3Q3GUZ · pith_short_8: TLKHEJSB

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/TLKHEJSBST3Q3GUZSTOCO2PZ2X \
  | 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: 9ad472264194f70d9a9994dc2769f9d5cb4e527e6b110873a02bf0dbaa542ebb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8bf8d146715184fd2f8eec6b94beb693091e2fc7e925ee6299914343a3b28cf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-10-28T04:57:21Z",
    "title_canon_sha256": "0bda0cd77f553ea069c6b583038861cdb75ffbfc96e7273dbb44183e2f1b1431"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.15893",
    "kind": "arxiv",
    "version": 1
  }
}