Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006478

The MH-36 locality cells most similar to this Chandrapur 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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007040

distance 0.091

#2 · Chandrapurcell 4730007170

distance 0.13

#3 · Chandrapurcell 4730006722

distance 0.13

#4 · Chandrapurcell 4730007497

distance 0.131

#5 · Chandrapurcell 4730004887

distance 0.139

#6 · Chandrapurcell 4730004982

distance 0.14

#7 · Wardhacell 4980000436

distance 0.145 · cross-district

#8 · Chandrapurcell 4730006827

distance 0.145

#9 · Chandrapurcell 4730006608

distance 0.145

#10 · Chandrapurcell 4730006924

distance 0.146

#11 · Chandrapurcell 4730007039

distance 0.146

#12 · Chandrapurcell 4730006829

distance 0.147

#13 · Nagpurcell 4840000427

distance 0.147 · cross-district

#14 · Chandrapurcell 4730007269

distance 0.148

#15 · Nagpurcell 4840000715

distance 0.151 · cross-district

#16 · Chandrapurcell 4730006477

distance 0.152

#17 · Nagpurcell 4840000120

distance 0.154 · cross-district

#18 · Chandrapurcell 4730006606

distance 0.154

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":473,"cluster_id":4730006478}}}'

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.