Pith Number

pith:HDV6G4VJ

pith:2025:HDV6G4VJXGAWFCU7IEMOTOPYIY

not attested not anchored not stored refs pending

Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts

Arpit Sharma, Kun Qian, Maximillian Chen, Siyan Li, Zhou Yu

arxiv:2504.14375 v1 · 2025-04-19 · 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{HDV6G4VJXGAWFCU7IEMOTOPYIY}

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.

Receipt and verification

First computed	2026-07-05T10:51:42.427195Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38ebe372a9b981628a9f4118e9b9f8462559129cf869595042df3a6b16409161

Aliases

arxiv: 2504.14375 · arxiv_version: 2504.14375v1 · doi: 10.48550/arxiv.2504.14375 · pith_short_12: HDV6G4VJXGAW · pith_short_16: HDV6G4VJXGAWFCU7 · pith_short_8: HDV6G4VJ

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/HDV6G4VJXGAWFCU7IEMOTOPYIY \
  | 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: 38ebe372a9b981628a9f4118e9b9f8462559129cf869595042df3a6b16409161

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f4538b97d98f6b931e5bbebf42f2f45e167811fce46307efe9c25ba50797457",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-19T18:25:53Z",
    "title_canon_sha256": "0ea93f937a2e8e57d1cecaf741bb747c7dcd79f06c9ae5e991761b9c02343833"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14375",
    "kind": "arxiv",
    "version": 1
  }
}