Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004145

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005255

distance 0.131

#2 · Solapurcell 4960000108

distance 0.137 · cross-district

#3 · Solapurcell 4960000473

distance 0.151 · cross-district

#4 · Sanglicell 4930005254

distance 0.153

#5 · Solapurcell 4960000019

distance 0.159 · cross-district

#6 · Solapurcell 4960000020

distance 0.164 · cross-district

#7 · Sanglicell 4930004589

distance 0.169

#8 · Solapurcell 4960000346

distance 0.177 · cross-district

#9 · Solapurcell 4960000595

distance 0.186 · cross-district

#10 · Sanglicell 4930004449

distance 0.189

#11 · Sanglicell 4930004133

distance 0.193

#12 · Ahmednagarcell 4660000370

distance 0.196 · cross-district

#13 · Sanglicell 4930004450

distance 0.199

#14 · Sanglicell 4930004147

distance 0.203

#15 · Solapurcell 4960001215

distance 0.203 · cross-district

#16 · Solapurcell 4960000741

distance 0.205 · cross-district

#17 · Solapurcell 4960001213

distance 0.205 · cross-district

#18 · Sanglicell 4930005376

distance 0.205

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":4930004145}}}'

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.