Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005121

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

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005120

distance 0.077

#2 · Sanglicell 4930004575

distance 0.12

#3 · Sanglicell 4930004146

distance 0.139

#4 · Solapurcell 4960001438

distance 0.141 · cross-district

#5 · Solapurcell 4960012422

distance 0.143 · cross-district

#6 · Solapurcell 4960000667

distance 0.145 · cross-district

#7 · Solapurcell 4960000033

distance 0.146 · cross-district

#8 · Solapurcell 4960000329

distance 0.148 · cross-district

#9 · Sanglicell 4930004599

distance 0.148

#10 · Ahmednagarcell 4660000150

distance 0.149 · cross-district

#11 · Solapurcell 4960000056

distance 0.152 · cross-district

#12 · Ahmednagarcell 4660000092

distance 0.154 · cross-district

#13 · Sanglicell 4930004433

distance 0.156

#14 · Ahmednagarcell 4660000185

distance 0.158 · cross-district

#15 · Solapurcell 4960000415

distance 0.161 · cross-district

#16 · Sanglicell 4930004446

distance 0.162

#17 · Solapurcell 4960006562

distance 0.165 · cross-district

#18 · Sanglicell 4930005119

distance 0.165

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":4930005121}}}'

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.