Pith Number

pith:LYRFFWFM

pith:2023:LYRFFWFMU2X22EUYGLCMZJHOXZ

not attested not anchored not stored refs pending

LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs

Biplob Debnath, Md Adnan Arefeen, Srimat Chakradhar

arxiv:2309.00841 v1 · 2023-09-02 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LYRFFWFMU2X22EUYGLCMZJHOXZ}

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

1 paper in Pith

Retrieval-Augmented Generation for Natural Language Processing: A Survey

Receipt and verification

First computed	2026-07-05T06:47:08.108139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e2252d8aca6afad129832c4cca4eebe52e041c9f7486d32a095f3f6aa6768f7

Aliases

arxiv: 2309.00841 · arxiv_version: 2309.00841v1 · doi: 10.48550/arxiv.2309.00841 · pith_short_12: LYRFFWFMU2X2 · pith_short_16: LYRFFWFMU2X22EUY · pith_short_8: LYRFFWFM

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/LYRFFWFMU2X22EUYGLCMZJHOXZ \
  | 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: 5e2252d8aca6afad129832c4cca4eebe52e041c9f7486d32a095f3f6aa6768f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cdd43dac5d074f08a57de28f9e8b6abe9f76aea6d064cf69dd13068742025cd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-02T06:33:18Z",
    "title_canon_sha256": "550db80513a1d673641b4c846dfc64e6e7daebf835f12c9c8385ae7344a5c05b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00841",
    "kind": "arxiv",
    "version": 1
  }
}