Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004579

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000716

distance 0.167 · cross-district

#2 · Solapurcell 4960000578

distance 0.167 · cross-district

#3 · Sanglicell 4930004287

distance 0.184

#4 · Solapurcell 4960000396

distance 0.194 · cross-district

#5 · Sanglicell 4930004720

distance 0.195

#6 · Solapurcell 4960000107

distance 0.199 · cross-district

#7 · Solapurcell 4960000177

distance 0.203 · cross-district

#8 · Solapurcell 4960001671

distance 0.203 · cross-district

#9 · Dharashivcell 4880001554

distance 0.205 · cross-district

#10 · Sanglicell 4930004142

distance 0.209

#11 · Solapurcell 4960000272

distance 0.215 · cross-district

#12 · Solapurcell 4960000722

distance 0.215 · cross-district

#13 · Solapurcell 4960000670

distance 0.215 · cross-district

#14 · Sanglicell 4930002589

distance 0.218

#15 · Sanglicell 4930004427

distance 0.22

#16 · Solapurcell 4960001799

distance 0.221 · cross-district

#17 · Sanglicell 4930006441

distance 0.222

#18 · Beedcell 4700006218

distance 0.222 · 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":4930004579}}}'

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.