Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004597

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000184

distance 0.123 · cross-district

#2 · Sanglicell 4930004872

distance 0.147

#3 · Sanglicell 4930004141

distance 0.15

#4 · Sanglicell 4930004452

distance 0.163

#5 · Solapurcell 4960001550

distance 0.173 · cross-district

#6 · Sanglicell 4930006584

distance 0.173

#7 · Solapurcell 4960000569

distance 0.175 · cross-district

#8 · Solapurcell 4960000298

distance 0.178 · cross-district

#9 · Solapurcell 4960000289

distance 0.181 · cross-district

#10 · Solapurcell 4960000297

distance 0.181 · cross-district

#11 · Sanglicell 4930005474

distance 0.183

#12 · Solapurcell 4960000532

distance 0.184 · cross-district

#13 · Dharashivcell 4880002767

distance 0.186 · cross-district

#14 · Sanglicell 4930004988

distance 0.187

#15 · Solapurcell 4960000387

distance 0.187 · cross-district

#16 · Sanglicell 4930004138

distance 0.187

#17 · Sanglicell 4930004293

distance 0.189

#18 · Sanglicell 4930004851

distance 0.192

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":4930004597}}}'

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.