Pith Number

pith:P3AIX6RF

pith:2024:P3AIX6RFOW5HRMNEPEBOXWCSAH

not attested not anchored not stored refs pending

Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval

Dongmei Zhang, Gang Xiong, Gaopeng Gou, Jing Yu, Jue Zhang, Qingwei Ling, Qi Wu, Saravan Rajmohan, Xiaoting Qin, Yuanmin Tang

arxiv:2412.11077 v3 · 2024-12-15 · cs.CV

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\usepackage{pith}
\pithnumber{P3AIX6RFOW5HRMNEPEBOXWCSAH}

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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.

Cited by

1 paper in Pith

Resolving Ambiguity in Composed Image Retrieval via Calibrated Interaction

Receipt and verification

First computed	2026-07-05T09:52:19.381078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec08bfa2575ba78b1a47902ebd85201f9470c4b613a1e4f0ebed7e3adc36b22

Aliases

arxiv: 2412.11077 · arxiv_version: 2412.11077v3 · doi: 10.48550/arxiv.2412.11077 · pith_short_12: P3AIX6RFOW5H · pith_short_16: P3AIX6RFOW5HRMNE · pith_short_8: P3AIX6RF

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/P3AIX6RFOW5HRMNEPEBOXWCSAH \
  | 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: 7ec08bfa2575ba78b1a47902ebd85201f9470c4b613a1e4f0ebed7e3adc36b22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88f7d9c26af38d70e10698c3a57f87297cbcb0da0ab604346f4ffb385370a151",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-15T06:22:20Z",
    "title_canon_sha256": "fae695bd206590629e1ad68d8a54cd9977d5c5e6b0ae934674f20154fd62016b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11077",
    "kind": "arxiv",
    "version": 3
  }
}