Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004122

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000603

distance 0.134 · cross-district

#2 · Solapurcell 4960000294

distance 0.136 · cross-district

#3 · Solapurcell 4960000739

distance 0.142 · cross-district

#4 · Solapurcell 4960000818

distance 0.15 · cross-district

#5 · Dharashivcell 4880004005

distance 0.156 · cross-district

#6 · Solapurcell 4960000995

distance 0.16 · cross-district

#7 · Sanglicell 4930000373

distance 0.163

#8 · Solapurcell 4960000057

distance 0.167 · cross-district

#9 · Sanglicell 4930001073

distance 0.167

#10 · Sanglicell 4930006092

distance 0.17

#11 · Sanglicell 4930007115

distance 0.172

#12 · Solapurcell 4960000992

distance 0.174 · cross-district

#13 · Ahmednagarcell 4660000330

distance 0.174 · cross-district

#14 · Solapurcell 4960000328

distance 0.174 · cross-district

#15 · Solapurcell 4960000994

distance 0.177 · cross-district

#16 · Solapurcell 4960000740

distance 0.177 · cross-district

#17 · Nashikcell 4870003293

distance 0.178 · cross-district

#18 · Sanglicell 4930006587

distance 0.179

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":4930004122}}}'

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.