Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003321

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012183

distance 0.181 · cross-district

#2 · Solapurcell 4960012387

distance 0.205 · cross-district

#3 · Beedcell 4700003773

distance 0.211 · cross-district

#4 · Dharashivcell 4880005076

distance 0.217

#5 · Solapurcell 4960012385

distance 0.218 · cross-district

#6 · Solapurcell 4960012118

distance 0.218 · cross-district

#7 · Dharashivcell 4880003322

distance 0.221

#8 · Solapurcell 4960012510

distance 0.224 · cross-district

#9 · Dharashivcell 4880004979

distance 0.227

#10 · Dharashivcell 4880005173

distance 0.235

#11 · Dharashivcell 4880003433

distance 0.246

#12 · Solapurcell 4960011634

distance 0.25 · cross-district

#13 · Dharashivcell 4880005078

distance 0.253

#14 · Dharashivcell 4880004978

distance 0.255

#15 · Ahmednagarcell 4660006061

distance 0.257 · cross-district

#16 · Ahmednagarcell 4660005615

distance 0.258 · cross-district

#17 · Solapurcell 4960012184

distance 0.258 · cross-district

#18 · Solapurcell 4960011974

distance 0.259 · 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":4880003321}}}'

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.