Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006443

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000215

distance 0.101 · cross-district

#2 · Sanglicell 4930005115

distance 0.106

#3 · Sanglicell 4930005940

distance 0.112

#4 · Solapurcell 4960000079

distance 0.127 · cross-district

#5 · Beedcell 4700003817

distance 0.127 · cross-district

#6 · Sanglicell 4930004444

distance 0.137

#7 · Sanglicell 4930006583

distance 0.139

#8 · Ahmednagarcell 4660000230

distance 0.142 · cross-district

#9 · Beedcell 4700003305

distance 0.145 · cross-district

#10 · Ahmednagarcell 4660000900

distance 0.146 · cross-district

#11 · Solapurcell 4960005084

distance 0.147 · cross-district

#12 · Beedcell 4700005180

distance 0.148 · cross-district

#13 · Ahmednagarcell 4660003990

distance 0.148 · cross-district

#14 · Solapurcell 4960005376

distance 0.15 · cross-district

#15 · Solapurcell 4960004795

distance 0.152 · cross-district

#16 · Solapurcell 4960012262

distance 0.152 · cross-district

#17 · Dharashivcell 4880000769

distance 0.152 · cross-district

#18 · Dharashivcell 4880000683

distance 0.154 · 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":4930006443}}}'

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.