Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004993

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006305

distance 0.082

#2 · Solapurcell 4960000352

distance 0.117 · cross-district

#3 · Solapurcell 4960000291

distance 0.135 · cross-district

#4 · Solapurcell 4960000451

distance 0.136 · cross-district

#5 · Solapurcell 4960000002

distance 0.138 · cross-district

#6 · Solapurcell 4960000817

distance 0.143 · cross-district

#7 · Dharashivcell 4880000922

distance 0.144 · cross-district

#8 · Dharashivcell 4880000675

distance 0.151 · cross-district

#9 · Solapurcell 4960000643

distance 0.156 · cross-district

#10 · Solapurcell 4960000600

distance 0.158 · cross-district

#11 · Solapurcell 4960000018

distance 0.161 · cross-district

#12 · Solapurcell 4960000272

distance 0.163 · cross-district

#13 · Solapurcell 4960000416

distance 0.165 · cross-district

#14 · Dharashivcell 4880001192

distance 0.166 · cross-district

#15 · Nashikcell 4870011815

distance 0.167 · cross-district

#16 · Sanglicell 4930004574

distance 0.167

#17 · Solapurcell 4960000533

distance 0.167 · cross-district

#18 · Ahmednagarcell 4660000427

distance 0.168 · 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":4930004993}}}'

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.