Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003528

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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010461

distance 0.082 · cross-district

#2 · Dharashivcell 4880003847

distance 0.11

#3 · Dharashivcell 4880003469

distance 0.126

#4 · Dharashivcell 4880003408

distance 0.143

#5 · Dharashivcell 4880003593

distance 0.151

#6 · Solapurcell 4960011010

distance 0.153 · cross-district

#7 · Solapurcell 4960011248

distance 0.158 · cross-district

#8 · Solapurcell 4960011087

distance 0.158 · cross-district

#9 · Dharashivcell 4880003529

distance 0.167

#10 · Solapurcell 4960010852

distance 0.175 · cross-district

#11 · Solapurcell 4960011247

distance 0.182 · cross-district

#12 · Dharashivcell 4880003654

distance 0.183

#13 · Solapurcell 4960011692

distance 0.184 · cross-district

#14 · Dharashivcell 4880003106

distance 0.185

#15 · Jalgaoncell 4780000358

distance 0.19 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001783

distance 0.193 · cross-district

#17 · Solapurcell 4960009031

distance 0.196 · cross-district

#18 · Dharashivcell 4880003470

distance 0.197

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":4880003528}}}'

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.