Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001640

The MH-36 locality cells most similar to this Dharashiv 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011441

distance 0.136 · cross-district

#2 · Solapurcell 4960009902

distance 0.157 · cross-district

#3 · Dharashivcell 4880001182

distance 0.158

#4 · Dharashivcell 4880001638

distance 0.16

#5 · Solapurcell 4960012176

distance 0.165 · cross-district

#6 · Beedcell 4700005852

distance 0.166 · cross-district

#7 · Solapurcell 4960010806

distance 0.168 · cross-district

#8 · Solapurcell 4960009551

distance 0.171 · cross-district

#9 · Dharashivcell 4880005759

distance 0.171

#10 · Beedcell 4700000170

distance 0.176 · cross-district

#11 · Solapurcell 4960011351

distance 0.176 · cross-district

#12 · Solapurcell 4960011192

distance 0.179 · cross-district

#13 · Solapurcell 4960011198

distance 0.179 · cross-district

#14 · Solapurcell 4960010251

distance 0.18 · cross-district

#15 · Solapurcell 4960011711

distance 0.18 · cross-district

#16 · Solapurcell 4960009750

distance 0.182 · cross-district

#17 · Solapurcell 4960009245

distance 0.183 · cross-district

#18 · Solapurcell 4960000645

distance 0.183 · 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":488,"cluster_id":4880001640}}}'

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.