Pith Number

pith:2NDAFSBB

pith:2023:2NDAFSBB45HS4FKVAHFREPYZMQ

not attested not anchored not stored refs pending

Large Language Models are Not Stable Recommender Systems

Hengshu Zhu, Hui Xiong, Tianhui Ma, Yuan Cheng

arxiv:2312.15746 v1 · 2023-12-25 · cs.IR · 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{2NDAFSBB45HS4FKVAHFREPYZMQ}

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

2 papers in Pith

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation

Receipt and verification

First computed	2026-07-05T07:28:00.642477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d34602c821e74f2e155501cb123f1964321ac9d60d670508b9acfc77c633ff67

Aliases

arxiv: 2312.15746 · arxiv_version: 2312.15746v1 · doi: 10.48550/arxiv.2312.15746 · pith_short_12: 2NDAFSBB45HS · pith_short_16: 2NDAFSBB45HS4FKV · pith_short_8: 2NDAFSBB

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/2NDAFSBB45HS4FKVAHFREPYZMQ \
  | 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: d34602c821e74f2e155501cb123f1964321ac9d60d670508b9acfc77c633ff67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63b48b02185faac779ba644834705258c2ce4bf81a9183d66d10d2074b8b0319",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-12-25T14:54:33Z",
    "title_canon_sha256": "0ea5a11ead71753a4dec5c7e308b73a4fe9c0bf70926c2e3597889369649257a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.15746",
    "kind": "arxiv",
    "version": 1
  }
}