Pith Number

pith:MAAWNH57

pith:2023:MAAWNH57ZEUOBZ323Q4APVLVQM

not attested not anchored not stored refs pending

CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning

Hongyu Hu, Jiyuan Zhang, Minyi Zhao, Zhenbang Sun

arxiv:2309.02301 v2 · 2023-09-05 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAAWNH57ZEUOBZ323Q4APVLVQM}

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

3 papers in Pith

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SVHalluc: Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T07:15:59.573505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6001669fbfc928e0e77adc3807d575833658f189bf8d7f67e1703c5aca5311a8

Aliases

arxiv: 2309.02301 · arxiv_version: 2309.02301v2 · doi: 10.48550/arxiv.2309.02301 · pith_short_12: MAAWNH57ZEUO · pith_short_16: MAAWNH57ZEUOBZ32 · pith_short_8: MAAWNH57

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/MAAWNH57ZEUOBZ323Q4APVLVQM \
  | 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: 6001669fbfc928e0e77adc3807d575833658f189bf8d7f67e1703c5aca5311a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a31f9e91a24588abf2c09cb0e630d576d233e96755314a370ac4e19e0474346",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-05T15:06:37Z",
    "title_canon_sha256": "0c0bb640b54b739d775563aac5f8d0cf7ccee0cf741fe558ea3fea34a8f154c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02301",
    "kind": "arxiv",
    "version": 2
  }
}