Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000621

The MH-36 locality cells most similar to this Nagpur 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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001057

distance 0.123

#2 · Yavatmalcell 5000002545

distance 0.132 · cross-district

#3 · Nagpurcell 4840000796

distance 0.134

#4 · Nagpurcell 4840000797

distance 0.138

#5 · Nagpurcell 4840000733

distance 0.145

#6 · Amravaticell 4680009933

distance 0.147 · cross-district

#7 · Nagpurcell 4840000795

distance 0.148

#8 · Gadchirolicell 4750009274

distance 0.154 · cross-district

#9 · Gondiacell 4760002771

distance 0.158 · cross-district

#10 · Nagpurcell 4840000735

distance 0.159

#11 · Amravaticell 4680009875

distance 0.161 · cross-district

#12 · Yavatmalcell 5000002544

distance 0.162 · cross-district

#13 · Gadchirolicell 4750009356

distance 0.162 · cross-district

#14 · Amravaticell 4680009414

distance 0.164 · cross-district

#15 · Gadchirolicell 4750009049

distance 0.165 · cross-district

#16 · Gadchirolicell 4750009232

distance 0.166 · cross-district

#17 · Gadchirolicell 4750009315

distance 0.166 · cross-district

#18 · Amravaticell 4680009225

distance 0.166 · 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":484,"cluster_id":4840000621}}}'

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.