Pith Number

pith:PYBWS5OD

pith:2024:PYBWS5OD55ZGH4GE6WAQ4BVFFI

not attested not anchored not stored refs pending

Sufficient Context: A New Lens on Retrieval Augmented Generation Systems

Ankur Taly, Chun-Sung Ferng, Cyrus Rashtchian, Da-Cheng Juan, Hailey Joren, Jianyi Zhang

arxiv:2411.06037 v3 · 2024-11-09 · 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{PYBWS5OD55ZGH4GE6WAQ4BVFFI}

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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

Legal Reasoning Is Not Lawyering: Rethinking Legal Benchmarks for Pro Se Access to Justice

Discourse-Role Labels as Presentation-Time Variables for Context Use in Language Models

UnWeaving the knots of GraphRAG -- turns out VectorRAG is almost enough

RAG-Enhanced Large Language Models for Dynamic Content Expiration Prediction in Web Search

Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda

Receipt and verification

First computed	2026-07-05T10:52:38.297418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e036975c3ef7263f0c4f5810e06a52a19a2bb5f9d114ce35317860baf14ec38

Aliases

arxiv: 2411.06037 · arxiv_version: 2411.06037v3 · doi: 10.48550/arxiv.2411.06037 · pith_short_12: PYBWS5OD55ZG · pith_short_16: PYBWS5OD55ZGH4GE · pith_short_8: PYBWS5OD

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/PYBWS5OD55ZGH4GE6WAQ4BVFFI \
  | 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: 7e036975c3ef7263f0c4f5810e06a52a19a2bb5f9d114ce35317860baf14ec38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86e4a97656bbb5b9aa5a38a4e5b011fb66d5ebbe9c2464b59f424ef77eb0ab2a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-09T02:13:14Z",
    "title_canon_sha256": "691072e550d94b9c9953fe98c2611375e826048c1a687522b407c24e9ce13114"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06037",
    "kind": "arxiv",
    "version": 3
  }
}