Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003409

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003593

distance 0.126

#2 · Solapurcell 4960010778

distance 0.13 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001791

distance 0.145 · cross-district

#4 · Solapurcell 4960010463

distance 0.155 · cross-district

#5 · Dharashivcell 4880003254

distance 0.161

#6 · Chhatrapati Sambhajinagarcell 4690001702

distance 0.165 · cross-district

#7 · Solapurcell 4960009978

distance 0.172 · cross-district

#8 · Solapurcell 4960006726

distance 0.177 · cross-district

#9 · Dharashivcell 4880003210

distance 0.18

#10 · Solapurcell 4960011089

distance 0.182 · cross-district

#11 · Solapurcell 4960011011

distance 0.182 · cross-district

#12 · Dharashivcell 4880003729

distance 0.182

#13 · Nagpurcell 4840006055

distance 0.184 · cross-district

#14 · Dharashivcell 4880003529

distance 0.184

#15 · Solapurcell 4960003268

distance 0.184 · cross-district

#16 · Washimcell 4990000183

distance 0.185 · cross-district

#17 · Nagpurcell 4840005032

distance 0.186 · cross-district

#18 · Amravaticell 4680007838

distance 0.188 · 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":4880003409}}}'

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.