Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000546

The MH-36 locality cells most similar to this Satara cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000325

distance 0.239

#2 · Sataracell 4940001066

distance 0.245

#3 · Sataracell 4940001182

distance 0.28

#4 · Sataracell 4940000323

distance 0.289

#5 · Ahmednagarcell 4660011358

distance 0.311 · cross-district

#6 · Sataracell 4940000889

distance 0.312

#7 · Sataracell 4940000190

distance 0.328

#8 · Sanglicell 4930003889

distance 0.328 · cross-district

#9 · Sataracell 4940007268

distance 0.33

#10 · Sataracell 4940003998

distance 0.351

#11 · Sataracell 4940000485

distance 0.354

#12 · Nagpurcell 4840005092

distance 0.365 · cross-district

#13 · Nashikcell 4870002649

distance 0.367 · cross-district

#14 · Buldhanacell 4720005170

distance 0.369 · cross-district

#15 · Nagpurcell 4840003848

distance 0.372 · cross-district

#16 · Ahmednagarcell 4660003217

distance 0.372 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000843

distance 0.372 · cross-district

#18 · Sataracell 4940001245

distance 0.372

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":494,"cluster_id":4940000546}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.