Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004290

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004131

distance 0.116

#2 · Solapurcell 4960000889

distance 0.124 · cross-district

#3 · Sanglicell 4930005369

distance 0.129

#4 · Solapurcell 4960000396

distance 0.138 · cross-district

#5 · Solapurcell 4960000394

distance 0.139 · cross-district

#6 · Solapurcell 4960000720

distance 0.141 · cross-district

#7 · Sanglicell 4930004580

distance 0.146

#8 · Solapurcell 4960000416

distance 0.149 · cross-district

#9 · Solapurcell 4960000283

distance 0.15 · cross-district

#10 · Solapurcell 4960000582

distance 0.151 · cross-district

#11 · Solapurcell 4960008239

distance 0.154 · cross-district

#12 · Solapurcell 4960000339

distance 0.158 · cross-district

#13 · Dharashivcell 4880001624

distance 0.16 · cross-district

#14 · Solapurcell 4960000170

distance 0.164 · cross-district

#15 · Sanglicell 4930004445

distance 0.164

#16 · Solapurcell 4960000600

distance 0.165 · cross-district

#17 · Sanglicell 4930004447

distance 0.165

#18 · Solapurcell 4960000668

distance 0.17 · 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":4930004290}}}'

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.