Pith Number

pith:OFKSNKWJ

pith:2024:OFKSNKWJFP3HNIVMEUD5RKWWJX

not attested not anchored not stored refs pending

A Complete Survey on LLM-based AI Chatbots

Chaoning Zhang, Choong Seon Hong, Sumit Kumar Dam, Yu Qiao

arxiv:2406.16937 v2 · 2024-06-17 · 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{OFKSNKWJFP3HNIVMEUD5RKWWJX}

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

5 papers in Pith

Hallucinations are inevitable but can be made statistically negligible

MIST: A Co-Design Framework for Heterogeneous, Multi-Stage LLM Inference

LLM-Powered AI Agent Systems and Their Applications in Industry

A Recipe for Long-Context Reasoning in Large Language Models via On-Policy Optimization and Distillation

Requests of a Feather Must Flock Together: Batch Size vs. Prefix Homogeneity in LLM Inference

Receipt and verification

First computed	2026-07-05T09:36:46.147013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

715526aac92bf676a2ac2507d8aad64dc18fe4c903fae5b3c146f5977853b55b

Aliases

arxiv: 2406.16937 · arxiv_version: 2406.16937v2 · doi: 10.48550/arxiv.2406.16937 · pith_short_12: OFKSNKWJFP3H · pith_short_16: OFKSNKWJFP3HNIVM · pith_short_8: OFKSNKWJ

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/OFKSNKWJFP3HNIVMEUD5RKWWJX \
  | 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: 715526aac92bf676a2ac2507d8aad64dc18fe4c903fae5b3c146f5977853b55b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3492c56476fded4241899271e5a4950e289473007ef7eb919906478716cefffb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-17T09:39:34Z",
    "title_canon_sha256": "2baa125b71da55127a64f80b256a0e62e5d17f9647eff67c09cba84324291728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16937",
    "kind": "arxiv",
    "version": 2
  }
}