Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000482

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005541

distance 0.102 · cross-district

#2 · Solapurcell 4960005819

distance 0.112 · cross-district

#3 · Dharashivcell 4880000636

distance 0.119

#4 · Dharashivcell 4880000706

distance 0.139

#5 · Solapurcell 4960005398

distance 0.141 · cross-district

#6 · Solapurcell 4960005248

distance 0.141 · cross-district

#7 · Dharashivcell 4880000096

distance 0.141

#8 · Solapurcell 4960004944

distance 0.144 · cross-district

#9 · Dharashivcell 4880005672

distance 0.148

#10 · Beedcell 4700006836

distance 0.151 · cross-district

#11 · Laturcell 4810002725

distance 0.154 · cross-district

#12 · Dharashivcell 4880000767

distance 0.155

#13 · Solapurcell 4960005219

distance 0.156 · cross-district

#14 · Dharashivcell 4880000033

distance 0.157

#15 · Beedcell 4700002379

distance 0.159 · cross-district

#16 · Solapurcell 4960004795

distance 0.16 · cross-district

#17 · Beedcell 4700002058

distance 0.161 · cross-district

#18 · Laturcell 4810002267

distance 0.161 · 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":4880000482}}}'

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.