Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000131

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000255

distance 0.173

#2 · Sataracell 4940000130

distance 0.192

#3 · Sataracell 4940000168

distance 0.2

#4 · Sataracell 4940000097

distance 0.202

#5 · Sataracell 4940000165

distance 0.213

#6 · Sataracell 4940000095

distance 0.233

#7 · Sataracell 4940000063

distance 0.234

#8 · Sataracell 4940001041

distance 0.239

#9 · Sataracell 4940000162

distance 0.241

#10 · Sataracell 4940000457

distance 0.242

#11 · Amravaticell 4680009346

distance 0.244 · cross-district

#12 · Sataracell 4940000306

distance 0.245

#13 · Beedcell 4700003909

distance 0.251 · cross-district

#14 · Sataracell 4940000045

distance 0.253

#15 · Amravaticell 4680007912

distance 0.262 · cross-district

#16 · Sataracell 4940000211

distance 0.262

#17 · Sataracell 4940000749

distance 0.263

#18 · Sataracell 4940000410

distance 0.265

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":4940000131}}}'

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.