Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005853

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005938

distance 0.114

#2 · Chandrapurcell 4730006086

distance 0.124

#3 · Chandrapurcell 4730005192

distance 0.143

#4 · Yavatmalcell 5000003644

distance 0.144 · cross-district

#5 · Chandrapurcell 4730006053

distance 0.15

#6 · Chandrapurcell 4730005705

distance 0.151

#7 · Nagpurcell 4840000017

distance 0.153 · cross-district

#8 · Chandrapurcell 4730004999

distance 0.153

#9 · Chandrapurcell 4730006993

distance 0.155

#10 · Yavatmalcell 5000005120

distance 0.156 · cross-district

#11 · Chandrapurcell 4730007108

distance 0.157

#12 · Chandrapurcell 4730004903

distance 0.157

#13 · Chandrapurcell 4730006169

distance 0.158

#14 · Chandrapurcell 4730005712

distance 0.16

#15 · Chandrapurcell 4730005291

distance 0.16

#16 · Chandrapurcell 4730006199

distance 0.161

#17 · Yavatmalcell 5000003125

distance 0.162 · cross-district

#18 · Chandrapurcell 4730006278

distance 0.163

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":4730005853}}}'

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.