Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000685

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000733

distance 0.222

#2 · Sataracell 4940001034

distance 0.226

#3 · Sataracell 4940000855

distance 0.243

#4 · Sataracell 4940001334

distance 0.246

#5 · Sataracell 4940001033

distance 0.248

#6 · Sataracell 4940001032

distance 0.262

#7 · Sataracell 4940001321

distance 0.278

#8 · Ratnagiricell 4920003026

distance 0.279 · cross-district

#9 · Sataracell 4940001537

distance 0.281

#10 · Sataracell 4940001213

distance 0.29

#11 · Sataracell 4940001320

distance 0.292

#12 · Sataracell 4940000627

distance 0.295

#13 · Ratnagiricell 4920002980

distance 0.304 · cross-district

#14 · Sataracell 4940001027

distance 0.313

#15 · Sataracell 4940000732

distance 0.313

#16 · Sataracell 4940000680

distance 0.314

#17 · Nashikcell 4870003607

distance 0.315 · cross-district

#18 · Sataracell 4940003268

distance 0.315

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":4940000685}}}'

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.