Pith Number

pith:ZQYMUGCO

pith:2020:ZQYMUGCOWWF2SNELTXRJKHARIV

not attested not anchored not stored refs pending

How Context Affects Language Models' Factual Predictions

Aleksandra Piktus, Alexander H. Miller, Fabio Petroni, Patrick Lewis, Sebastian Riedel, Tim Rockt\"aschel, Yuxiang WU

arxiv:2005.04611 v1 · 2020-05-10 · 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{ZQYMUGCOWWF2SNELTXRJKHARIV}

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

4 papers in Pith

Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models

Atlas: Few-shot Learning with Retrieval Augmented Language Models

Unsupervised Dense Information Retrieval with Contrastive Learning

Hallucinations Undermine Trust; Metacognition is a Way Forward

Receipt and verification

First computed	2026-07-05T01:01:45.417247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc30ca184eb58ba9348b9de2951c114560b11af16a1a265a241c6820f880449d

Aliases

arxiv: 2005.04611 · arxiv_version: 2005.04611v1 · doi: 10.48550/arxiv.2005.04611 · pith_short_12: ZQYMUGCOWWF2 · pith_short_16: ZQYMUGCOWWF2SNEL · pith_short_8: ZQYMUGCO

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/ZQYMUGCOWWF2SNELTXRJKHARIV \
  | 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: cc30ca184eb58ba9348b9de2951c114560b11af16a1a265a241c6820f880449d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cc18a019c88e031c55ecdfc74916a4ed54378d2cd463477481fc51b18019244",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-05-10T09:28:12Z",
    "title_canon_sha256": "6c861b06d0d95be22fac8bfab9e39e57a2e5ada3ae9b5f6f26f874d9166799eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.04611",
    "kind": "arxiv",
    "version": 1
  }
}