Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001441

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006677

distance 0.1 · cross-district

#2 · Sataracell 4940002427

distance 0.135

#3 · Sataracell 4940002424

distance 0.138

#4 · Sataracell 4940001516

distance 0.144

#5 · Sataracell 4940001894

distance 0.147

#6 · Sataracell 4940001996

distance 0.147

#7 · Sataracell 4940004266

distance 0.148

#8 · Sataracell 4940003332

distance 0.149

#9 · Sataracell 4940002763

distance 0.152

#10 · Sataracell 4940001790

distance 0.152

#11 · Sataracell 4940002545

distance 0.158

#12 · Sataracell 4940002667

distance 0.159

#13 · Sataracell 4940002650

distance 0.159

#14 · Sataracell 4940002417

distance 0.161

#15 · Sanglicell 4930006676

distance 0.161 · cross-district

#16 · Sataracell 4940004624

distance 0.162

#17 · Sataracell 4940001788

distance 0.163

#18 · Sataracell 4940002207

distance 0.166

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":4940001441}}}'

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.