Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001327

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001324

distance 0.161

#2 · Sataracell 4940001263

distance 0.178

#3 · Sataracell 4940001265

distance 0.248

#4 · Sataracell 4940002359

distance 0.251

#5 · Sataracell 4940001384

distance 0.284

#6 · Sataracell 4940001328

distance 0.286

#7 · Sataracell 4940001029

distance 0.288

#8 · Sataracell 4940001321

distance 0.302

#9 · Ratnagiricell 4920005031

distance 0.306 · cross-district

#10 · Sataracell 4940001208

distance 0.31

#11 · Sataracell 4940001830

distance 0.312

#12 · Sataracell 4940000913

distance 0.318

#13 · Sataracell 4940001537

distance 0.323

#14 · Sataracell 4940001334

distance 0.324

#15 · Sataracell 4940001264

distance 0.33

#16 · Sataracell 4940001315

distance 0.333

#17 · Sataracell 4940002247

distance 0.335

#18 · Nashikcell 4870004916

distance 0.336 · cross-district

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":4940001327}}}'

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.