Pith Number

pith:2HW5FCXT

pith:2023:2HW5FCXTIWQH5NWTGLLP7Q3EXO

not attested not anchored not stored refs pending

Retrieval meets Long Context Large Language Models

Bryan Catanzaro, Chen Zhu, Evelina Bakhturina, Lawrence McAfee, Mohammad Shoeybi, Peng Xu, Sandeep Subramanian, Wei Ping, Xianchao Wu, Zihan Liu

arxiv:2310.03025 v2 · 2023-10-04 · cs.CL · cs.AI · cs.IR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2HW5FCXTIWQH5NWTGLLP7Q3EXO}

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

7 papers in Pith

Don't Stir the Pot! Authorized Vector Data Retrieval via Access-Aware Indexing

Beyond Summaries: Structure-Aware Labeling of Code Changes with Large Language Models

Retrieval-Augmented Generation for Large Language Models: A Survey

Don't Stir the Pot! Authorized Vector Data Retrieval via Access-Aware Indexing

Fine-Tuning Small Language Models for Solution-Oriented Windows Event Log Analysis

Receipt and verification

First computed	2026-07-05T07:36:24.221933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1edd28af345a07eb6d332d6ffc364bba0604da0148be74743574683db7e0822

Aliases

arxiv: 2310.03025 · arxiv_version: 2310.03025v2 · doi: 10.48550/arxiv.2310.03025 · pith_short_12: 2HW5FCXTIWQH · pith_short_16: 2HW5FCXTIWQH5NWT · pith_short_8: 2HW5FCXT

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/2HW5FCXTIWQH5NWTGLLP7Q3EXO \
  | 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: d1edd28af345a07eb6d332d6ffc364bba0604da0148be74743574683db7e0822

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fedc53f7b8cdacc50fbb55c1944294779d05bbda1e344527b138ef040140cc79",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-04T17:59:41Z",
    "title_canon_sha256": "973f7cad035fc1ff755da322f09784c3a49dab8b9d6c799d5a4b89b3fca3080a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03025",
    "kind": "arxiv",
    "version": 2
  }
}