Pith Number

pith:NHALJIBE

pith:2024:NHALJIBEQ2ZLOCLFSQ3RVKPY64

not attested not anchored not stored refs pending

A Reality Check on Context Utilisation for Retrieval-Augmented Generation

Arnav Arora, Christina Lioma, Haeun Yu, Isabelle Augenstein, Lovisa Hagstr\"om, Maria Maistro, Pepa Atanasova, Sara Vera Marjanovi\'c

arxiv:2412.17031 v2 · 2024-12-22 · 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{NHALJIBEQ2ZLOCLFSQ3RVKPY64}

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.

Receipt and verification

First computed	2026-07-05T11:11:38.951924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69c0b4a02486b2b7096594371aa9f8f72d4c079c11b53b6f4e42e4ddd95219c9

Aliases

arxiv: 2412.17031 · arxiv_version: 2412.17031v2 · doi: 10.48550/arxiv.2412.17031 · pith_short_12: NHALJIBEQ2ZL · pith_short_16: NHALJIBEQ2ZLOCLF · pith_short_8: NHALJIBE

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/NHALJIBEQ2ZLOCLFSQ3RVKPY64 \
  | 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: 69c0b4a02486b2b7096594371aa9f8f72d4c079c11b53b6f4e42e4ddd95219c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f18257f2e0143ece5f1c69bbca0884586ee1fa206a91eef41d935392c009cd32",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-22T14:16:38Z",
    "title_canon_sha256": "486c353d9c89a6c179be0c871b5544ed63a4b2f6f4b14c8cdec6d67c4c7e1675"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17031",
    "kind": "arxiv",
    "version": 2
  }
}