Pith Number

pith:2GQ7772J

pith:2025:2GQ7772J2KA4JKCM3XK6LQYIQU

not attested not anchored not stored refs pending

DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities

Binxuan Huang, Colin Lockard, Hamed Bonab, Haodong Wang, Jing Yang Lee, Ming Zeng, Nasser Zalmout, Ritesh Sarkhel, Sanket Lokegaonkar

arxiv:2507.05750 v1 · 2025-07-08 · 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{2GQ7772J2KA4JKCM3XK6LQYIQU}

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	2026-07-05T11:33:35.789442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1a1ffff49d281c4a84cddd5e5c308853fb265a0e544fb8a5234804d0b0362e5

Aliases

arxiv: 2507.05750 · arxiv_version: 2507.05750v1 · doi: 10.48550/arxiv.2507.05750 · pith_short_12: 2GQ7772J2KA4 · pith_short_16: 2GQ7772J2KA4JKCM · pith_short_8: 2GQ7772J

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/2GQ7772J2KA4JKCM3XK6LQYIQU \
  | 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: d1a1ffff49d281c4a84cddd5e5c308853fb265a0e544fb8a5234804d0b0362e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7420e2e412097f7def2d94b1c3840a3ea1f223ca312fd2059e40e443efad293c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T07:52:12Z",
    "title_canon_sha256": "c85122eb43a12846f2508c07e29d81f938b81640a38c382804ecc53bf8eff0dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05750",
    "kind": "arxiv",
    "version": 1
  }
}