Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001033

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001032

distance 0.214

#2 · Sataracell 4940000685

distance 0.248

#3 · Sataracell 4940001334

distance 0.249

#4 · Sataracell 4940000733

distance 0.252

#5 · Sataracell 4940001029

distance 0.256

#6 · Chhatrapati Sambhajinagarcell 4690004002

distance 0.261 · cross-district

#7 · Sataracell 4940001335

distance 0.267

#8 · Sataracell 4940003267

distance 0.27

#9 · Sataracell 4940001034

distance 0.291

#10 · Ratnagiricell 4920003743

distance 0.295 · cross-district

#11 · Sataracell 4940003498

distance 0.295

#12 · Sataracell 4940001324

distance 0.296

#13 · Sataracell 4940001468

distance 0.302

#14 · Ratnagiricell 4920004268

distance 0.308 · cross-district

#15 · Sataracell 4940003040

distance 0.314

#16 · Nashikcell 4870004499

distance 0.318 · cross-district

#17 · Sataracell 4940000799

distance 0.32

#18 · Sataracell 4940001321

distance 0.325

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":4940001033}}}'

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.