Pith Number

pith:YAUK7EEA

pith:2023:YAUK7EEAXYO7RLDCMVUJCBMUYJ

not attested not anchored not stored refs pending

Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models

Andr\'e Bauer, Arham Khan, Aswathy Ajith, Daniel Grzenda, Ian Foster, Kyle Chard, Mansi Sakarvadia, Nathaniel Hudson

arxiv:2309.05605 v3 · 2023-09-11 · 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{YAUK7EEAXYO7RLDCMVUJCBMUYJ}

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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.

Receipt and verification

First computed	2026-07-05T07:50:20.414053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c028af9080be1df8ac626568910594c272dbc6288b6a2c45b982650063fd41f5

Aliases

arxiv: 2309.05605 · arxiv_version: 2309.05605v3 · doi: 10.48550/arxiv.2309.05605 · pith_short_12: YAUK7EEAXYO7 · pith_short_16: YAUK7EEAXYO7RLDC · pith_short_8: YAUK7EEA

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/YAUK7EEAXYO7RLDCMVUJCBMUYJ \
  | 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: c028af9080be1df8ac626568910594c272dbc6288b6a2c45b982650063fd41f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fe1d2f8f3db3e300fee4f91e69838254cb5568661d37ee291cd8238150d80f2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-11T16:39:30Z",
    "title_canon_sha256": "d816da6ab31644ac2908e51d3b3c8bddba8a3fa34decb92e3504d1de0e98ecad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05605",
    "kind": "arxiv",
    "version": 3
  }
}