Pith Number

pith:JS6QYCYF

pith:2024:JS6QYCYFT66HFTAM4YMBENSKCW

not attested not anchored not stored refs pending

Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach

Cheng Li, Michael Bendersky, Mingyang Zhang, Qiaozhu Mei, Zhuowan Li

arxiv:2407.16833 v2 · 2024-07-23 · cs.CL · cs.AI · 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{JS6QYCYFT66HFTAM4YMBENSKCW}

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

Retrieval Is Not Enough: Why Organizational AI Needs Epistemic Infrastructure

Receipt and verification

First computed	2026-07-05T09:21:47.261148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cbd0c0b059fbc72cc0ce61812364a15b617339adb9ace51050046e460d659c3

Aliases

arxiv: 2407.16833 · arxiv_version: 2407.16833v2 · doi: 10.48550/arxiv.2407.16833 · pith_short_12: JS6QYCYFT66H · pith_short_16: JS6QYCYFT66HFTAM · pith_short_8: JS6QYCYF

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/JS6QYCYFT66HFTAM4YMBENSKCW \
  | 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: 4cbd0c0b059fbc72cc0ce61812364a15b617339adb9ace51050046e460d659c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d71359ea61cc967caab1e7cf643db6ed139ebf199dfececfe8b0a1f8325239b0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-23T20:51:52Z",
    "title_canon_sha256": "00fd019048365c671355f78ad7a877b47a3545fed353424f1c131dbe294c82c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16833",
    "kind": "arxiv",
    "version": 2
  }
}