Pith Number

pith:JMAD3JCC

pith:2024:JMAD3JCC5EKXAOLBP2JOOBBBW2

not attested not anchored not stored refs pending

Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations

Cosimo Spera, Garima Agrawal, Sashank Gummuluri

arxiv:2410.10136 v1 · 2024-10-14 · 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{JMAD3JCC5EKXAOLBP2JOOBBBW2}

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

1 paper in Pith

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

Receipt and verification

First computed	2026-07-05T09:20:11.757247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b003da442e9157039617e92e70421b689d22542fc3b31217946aea82fb64e79

Aliases

arxiv: 2410.10136 · arxiv_version: 2410.10136v1 · doi: 10.48550/arxiv.2410.10136 · pith_short_12: JMAD3JCC5EKX · pith_short_16: JMAD3JCC5EKXAOLB · pith_short_8: JMAD3JCC

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/JMAD3JCC5EKXAOLBP2JOOBBBW2 \
  | 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: 4b003da442e9157039617e92e70421b689d22542fc3b31217946aea82fb64e79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7160e7e817523cdce8d1c5cd460d35f39ec9309633a55e0b7e383da3faeb4e70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-14T04:06:22Z",
    "title_canon_sha256": "91d4094567a84168513e913514cc4621662a0d013502d0d10c3a6abc454f9d93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10136",
    "kind": "arxiv",
    "version": 1
  }
}