Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004821

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 5 distinct districts

Index confidence

0.92

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 · Dharashivcell 4880005938

distance 0.116

#2 · Dharashivcell 4880004540

distance 0.156

#3 · Solapurcell 4960000204

distance 0.157 · cross-district

#4 · Beedcell 4700000647

distance 0.161 · cross-district

#5 · Beedcell 4700000899

distance 0.164 · cross-district

#6 · Solapurcell 4960008340

distance 0.165 · cross-district

#7 · Beedcell 4700001028

distance 0.165 · cross-district

#8 · Dharashivcell 4880000598

distance 0.166

#9 · Beedcell 4700003621

distance 0.169 · cross-district

#10 · Sanglicell 4930004114

distance 0.171 · cross-district

#11 · Dharashivcell 4880004546

distance 0.172

#12 · Dharashivcell 4880005287

distance 0.175

#13 · Solapurcell 4960000164

distance 0.175 · cross-district

#14 · Beedcell 4700001296

distance 0.176 · cross-district

#15 · Solapurcell 4960007391

distance 0.176 · cross-district

#16 · Parbhanicell 4890000571

distance 0.176 · cross-district

#17 · Beedcell 4700001939

distance 0.177 · cross-district

#18 · Solapurcell 4960005533

distance 0.178 · 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":4880004821}}}'

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.