Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001488

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001749

distance 0.178

#2 · Sataracell 4940003635

distance 0.193

#3 · Sataracell 4940002158

distance 0.24

#4 · Sataracell 4940001286

distance 0.24

#5 · Sataracell 4940001751

distance 0.246

#6 · Sataracell 4940001653

distance 0.251

#7 · Sataracell 4940003751

distance 0.253

#8 · Sataracell 4940001846

distance 0.257

#9 · Sataracell 4940001750

distance 0.26

#10 · Sataracell 4940002385

distance 0.261

#11 · Sataracell 4940001287

distance 0.267

#12 · Sataracell 4940001560

distance 0.271

#13 · Sataracell 4940002831

distance 0.276

#14 · Sataracell 4940001747

distance 0.279

#15 · Sataracell 4940002369

distance 0.28

#16 · Sataracell 4940002832

distance 0.281

#17 · Sataracell 4940003279

distance 0.283

#18 · Sataracell 4940001482

distance 0.288

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":4940001488}}}'

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.