Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003259

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009979

distance 0.094 · cross-district

#2 · Dharashivcell 4880003257

distance 0.099

#3 · Dharashivcell 4880003106

distance 0.126

#4 · Washimcell 4990000575

distance 0.127 · cross-district

#5 · Beedcell 4700005002

distance 0.129 · cross-district

#6 · Solapurcell 4960009012

distance 0.13 · cross-district

#7 · Dharashivcell 4880003207

distance 0.132

#8 · Beedcell 4700005165

distance 0.14 · cross-district

#9 · Ahmednagarcell 4660000355

distance 0.144 · cross-district

#10 · Beedcell 4700005167

distance 0.146 · cross-district

#11 · Beedcell 4700005622

distance 0.166 · cross-district

#12 · Beedcell 4700004833

distance 0.168 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001074

distance 0.17 · cross-district

#14 · Beedcell 4700004831

distance 0.17 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001955

distance 0.17 · cross-district

#16 · Ahmednagarcell 4660000315

distance 0.171 · cross-district

#17 · Washimcell 4990000511

distance 0.172 · cross-district

#18 · Ahmednagarcell 4660003113

distance 0.175 · 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":4880003259}}}'

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.