Pith Number

pith:346YKRKB

pith:2025:346YKRKB56LS67PFNRJX2YBRPB

not attested not anchored not stored refs pending

DiscussLLM: Teaching Large Language Models When to Speak

Christopher Malon, Deep Anil Patel, Iain Melvin, Martin Renqiang Min

arxiv:2508.18167 v2 · 2025-08-25 · cs.CL · cs.HC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{346YKRKB56LS67PFNRJX2YBRPB}

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	2026-05-20T00:00:22.973216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df3d854541ef972f7de56c537d6031786e724c3a63ee255c22ea23e6d5d06d48

Aliases

arxiv: 2508.18167 · arxiv_version: 2508.18167v2 · doi: 10.48550/arxiv.2508.18167 · pith_short_12: 346YKRKB56LS · pith_short_16: 346YKRKB56LS67PF · pith_short_8: 346YKRKB

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/346YKRKB56LS67PFNRJX2YBRPB \
  | 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: df3d854541ef972f7de56c537d6031786e724c3a63ee255c22ea23e6d5d06d48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd5137bfb55f0ea7495d123bd6838c85f8b557cee8cf1fb9bf74e54d03c116da",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-25T16:16:42Z",
    "title_canon_sha256": "a7687481b6fa23afc6097be8cce7a8abb13470c63f3b07d2c9dfba7867294a54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18167",
    "kind": "arxiv",
    "version": 2
  }
}