Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004574

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000535

distance 0.148 · cross-district

#2 · Sanglicell 4930005139

distance 0.153

#3 · Sanglicell 4930006305

distance 0.165

#4 · Sanglicell 4930004993

distance 0.167

#5 · Solapurcell 4960003773

distance 0.172 · cross-district

#6 · Sanglicell 4930003618

distance 0.175

#7 · Solapurcell 4960000018

distance 0.181 · cross-district

#8 · Dharashivcell 4880001134

distance 0.182 · cross-district

#9 · Solapurcell 4960000451

distance 0.182 · cross-district

#10 · Sanglicell 4930004882

distance 0.184

#11 · Solapurcell 4960000600

distance 0.184 · cross-district

#12 · Solapurcell 4960000273

distance 0.185 · cross-district

#13 · Sanglicell 4930004741

distance 0.189

#14 · Dharashivcell 4880001136

distance 0.192 · cross-district

#15 · Sanglicell 4930004118

distance 0.194

#16 · Sanglicell 4930004576

distance 0.195

#17 · Sanglicell 4930003786

distance 0.196

#18 · Solapurcell 4960005808

distance 0.196 · 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":4930004574}}}'

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.