Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005596

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000146

distance 0.113 · cross-district

#2 · Dharashivcell 4880005682

distance 0.134

#3 · Solapurcell 4960011190

distance 0.139 · cross-district

#4 · Beedcell 4700000147

distance 0.14 · cross-district

#5 · Laturcell 4810001788

distance 0.144 · cross-district

#6 · Beedcell 4700000772

distance 0.149 · cross-district

#7 · Laturcell 4810004356

distance 0.155 · cross-district

#8 · Solapurcell 4960011032

distance 0.157 · cross-district

#9 · Laturcell 4810000040

distance 0.159 · cross-district

#10 · Laturcell 4810003144

distance 0.159 · cross-district

#11 · Dharashivcell 4880001381

distance 0.163

#12 · Laturcell 4810004354

distance 0.163 · cross-district

#13 · Laturcell 4810002218

distance 0.167 · cross-district

#14 · Laturcell 4810002392

distance 0.167 · cross-district

#15 · Laturcell 4810001897

distance 0.167 · cross-district

#16 · Solapurcell 4960011271

distance 0.167 · cross-district

#17 · Solapurcell 4960011517

distance 0.168 · cross-district

#18 · Laturcell 4810004258

distance 0.169 · 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":4880005596}}}'

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.