Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000005

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001225

distance 0.177 · cross-district

#2 · Sataracell 4940000008

distance 0.178

#3 · Sataracell 4940000015

distance 0.184

#4 · Sataracell 4940000011

distance 0.221

#5 · Sanglicell 4930001652

distance 0.223 · cross-district

#6 · Sataracell 4940000009

distance 0.233

#7 · Sanglicell 4930002992

distance 0.237 · cross-district

#8 · Kolhapurcell 4800006321

distance 0.239 · cross-district

#9 · Sanglicell 4930003520

distance 0.239 · cross-district

#10 · Nandurbarcell 4860000879

distance 0.269 · cross-district

#11 · Sanglicell 4930002649

distance 0.271 · cross-district

#12 · Sanglicell 4930002989

distance 0.272 · cross-district

#13 · Sanglicell 4930002145

distance 0.279 · cross-district

#14 · Sanglicell 4930002995

distance 0.28 · cross-district

#15 · Sanglicell 4930002144

distance 0.281 · cross-district

#16 · Kolhapurcell 4800005875

distance 0.284 · cross-district

#17 · Beedcell 4700003547

distance 0.285 · cross-district

#18 · Sanglicell 4930001498

distance 0.285 · 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":4940000005}}}'

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.