Pith Number

pith:KI5I2VOL

pith:2024:KI5I2VOLBMM7ZQXIMMNYPW6QZD

not attested not anchored not stored refs pending

FACTS About Building Retrieval Augmented Generation-based Chatbots

Aaditya Shukla, Abhinav Balasubramanian, Amina Terfai, Anbang Xu, Anoop Surya, Anupam Chakraborty, Ashok Marannan, Ashwin Jha, Deepak Bora, Ethan Dereszenski, Guru Muthusamy, Hridhay Mehta, Jacob Liberman, Jasmine Jaksic, Joey Conway, Justin Boitano, Lu An, Mamta Kumari, Min Du, Murali Maram, Nave Algarici, Nick Burnett, Pritam Gundecha, Prithvi Raj, Rama Akkiraju, Samy Kilaru, Sanjana Krishnan, Sean Javiya, Shivakesh Reddy Annepally, Sidney Knowles, Sonu Nayyar, Subhash Ranjan, Surbhi Jha, Tamar Bar, Tan Yu, Tracey Mercer, Vinodh Kumar Thanigachalam, Vishal Seth

arxiv:2407.07858 v1 · 2024-07-10 · cs.LG · 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{KI5I2VOLBMM7ZQXIMMNYPW6QZD}

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

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

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement

Receipt and verification

First computed	2026-07-05T08:42:26.391242Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

523a8d55cb0b19fcc2e8631b87dbd0c8ebe0f062738a8dd346b142c1bdf9fd8f

Aliases

arxiv: 2407.07858 · arxiv_version: 2407.07858v1 · doi: 10.48550/arxiv.2407.07858 · pith_short_12: KI5I2VOLBMM7 · pith_short_16: KI5I2VOLBMM7ZQXI · pith_short_8: KI5I2VOL

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/KI5I2VOLBMM7ZQXIMMNYPW6QZD \
  | 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: 523a8d55cb0b19fcc2e8631b87dbd0c8ebe0f062738a8dd346b142c1bdf9fd8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21b734746e1f0756ca581404b6d6183a95f0952937bdd51ef3866f8183a2ccd5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-10T17:20:59Z",
    "title_canon_sha256": "419092a86bd2442e58424ffe469bfcc64f3c9f3189297356032fcb01c6782366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07858",
    "kind": "arxiv",
    "version": 1
  }
}