Pith Number

pith:5SQGFKYC

pith:2026:5SQGFKYCH4TB7PSUI2Z4ZBYXET

not attested not anchored not stored refs pending

Choose What to Manipulate: Revealing Data Scaling Laws in Bounding-Box Guided Policies for Semantic Manipulation

Diyun Xiang, Jinming Ma, Junbo Tan, Mingliang Zhou, Shoujie Li, Xueqian Wang, Yanzhao Yu, Yihao Wu

arxiv:2602.11885 v2 · 2026-02-12 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5SQGFKYCH4TB7PSUI2Z4ZBYXET}

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.

Receipt and verification

First computed	2026-08-03T01:13:33.161511Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eca062ab023f261fbe5446b3cc871724fc36999bc1599753d24c65732a5f0f7b

Aliases

arxiv: 2602.11885 · arxiv_version: 2602.11885v2 · doi: 10.48550/arxiv.2602.11885 · pith_short_12: 5SQGFKYCH4TB · pith_short_16: 5SQGFKYCH4TB7PSU · pith_short_8: 5SQGFKYC

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/5SQGFKYCH4TB7PSUI2Z4ZBYXET \
  | 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: eca062ab023f261fbe5446b3cc871724fc36999bc1599753d24c65732a5f0f7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e9aead3cd7900e7528d766269c1bf55834ebd315a0830bea61147928a12ac8f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2026-02-12T12:34:56Z",
    "title_canon_sha256": "791694a2e6a2a2c45406906af6fbf3a2327a6053486dff5c94bb143625b6188b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.11885",
    "kind": "arxiv",
    "version": 2
  }
}