Pith Number

pith:DS43EYND

pith:2024:DS43EYNDOHO7Z4BZU5IMF4HBJK

not attested not anchored not stored refs pending

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline

Adam Lee, Donghoon Han, Eunhwan Park, Gisang Lee, Nojun Kwak

arxiv:2407.12508 v2 · 2024-07-17 · cs.CL · cs.AI · 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{DS43EYNDOHO7Z4BZU5IMF4HBJK}

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

MAVIS: Multi-Agent Video Retrieval via Structured Video Understanding

Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification

Receipt and verification

First computed	2026-07-05T09:21:06.600329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cb9b261a371ddfcf039a750c2f0e14aab4ffb5f4e991aa92a9aaa9a48cf0915

Aliases

arxiv: 2407.12508 · arxiv_version: 2407.12508v2 · doi: 10.48550/arxiv.2407.12508 · pith_short_12: DS43EYNDOHO7 · pith_short_16: DS43EYNDOHO7Z4BZ · pith_short_8: DS43EYND

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/DS43EYNDOHO7Z4BZU5IMF4HBJK \
  | 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: 1cb9b261a371ddfcf039a750c2f0e14aab4ffb5f4e991aa92a9aaa9a48cf0915

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d6f55a160a035844f7d3ccc06e50c199cf91bcd865ee4c57edad91e6094ac15",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-17T11:45:02Z",
    "title_canon_sha256": "240cfcdd2fe04f3928df4e0fe2fdafc162c75f00e2b973554d3d86a0e921caf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12508",
    "kind": "arxiv",
    "version": 2
  }
}