Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007106

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006652

distance 0.107

#2 · Solapurcell 4960003773

distance 0.117 · cross-district

#3 · Solapurcell 4960002137

distance 0.134 · cross-district

#4 · Sanglicell 4930006729

distance 0.135

#5 · Solapurcell 4960001513

distance 0.141 · cross-district

#6 · Solapurcell 4960002815

distance 0.142 · cross-district

#7 · Sanglicell 4930006998

distance 0.143

#8 · Solapurcell 4960002949

distance 0.144 · cross-district

#9 · Sanglicell 4930007164

distance 0.145

#10 · Sanglicell 4930004882

distance 0.151

#11 · Sataracell 4940002909

distance 0.158 · cross-district

#12 · Sanglicell 4930006830

distance 0.158

#13 · Sanglicell 4930006969

distance 0.16

#14 · Sanglicell 4930007153

distance 0.164

#15 · Sanglicell 4930006728

distance 0.166

#16 · Solapurcell 4960002527

distance 0.168 · cross-district

#17 · Sanglicell 4930006653

distance 0.169

#18 · Sataracell 4940002220

distance 0.171 · 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":493,"cluster_id":4930007106}}}'

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.