Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004237

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004238

distance 0.109

#2 · Sanglicell 4930004973

distance 0.119

#3 · Sanglicell 4930004081

distance 0.137

#4 · Sanglicell 4930004091

distance 0.153

#5 · Sanglicell 4930004085

distance 0.153

#6 · Solapurcell 4960010223

distance 0.159 · cross-district

#7 · Dharashivcell 4880003115

distance 0.159 · cross-district

#8 · Sanglicell 4930004551

distance 0.16

#9 · Sanglicell 4930004236

distance 0.161

#10 · Dharashivcell 4880000670

distance 0.162 · cross-district

#11 · Sanglicell 4930004534

distance 0.163

#12 · Sanglicell 4930001874

distance 0.163

#13 · Dharashivcell 4880000441

distance 0.165 · cross-district

#14 · Sanglicell 4930004082

distance 0.167

#15 · Sanglicell 4930006250

distance 0.168

#16 · Solapurcell 4960010477

distance 0.168 · cross-district

#17 · Dharashivcell 4880003360

distance 0.169 · cross-district

#18 · Dharashivcell 4880003860

distance 0.169 · 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":4930004237}}}'

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.