Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002471

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005610

distance 0.142

#2 · Solapurcell 4960000493

distance 0.145 · cross-district

#3 · Sanglicell 4930003975

distance 0.153

#4 · Sanglicell 4930005873

distance 0.154

#5 · Solapurcell 4960000619

distance 0.156 · cross-district

#6 · Sanglicell 4930000761

distance 0.16

#7 · Solapurcell 4960000492

distance 0.16 · cross-district

#8 · Sanglicell 4930005613

distance 0.162

#9 · Sanglicell 4930005618

distance 0.162

#10 · Sanglicell 4930004175

distance 0.165

#11 · Sanglicell 4930002965

distance 0.166

#12 · Sanglicell 4930002778

distance 0.168

#13 · Solapurcell 4960000373

distance 0.176 · cross-district

#14 · Laturcell 4810000496

distance 0.178 · cross-district

#15 · Solapurcell 4960000922

distance 0.179 · cross-district

#16 · Sanglicell 4930005508

distance 0.18

#17 · Sanglicell 4930002278

distance 0.183

#18 · Solapurcell 4960006185

distance 0.184 · 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":4930002471}}}'

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.