Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005698

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005382

distance 0.087

#2 · Nagpurcell 4840003988

distance 0.13 · cross-district

#3 · Chandrapurcell 4730006591

distance 0.135

#4 · Chandrapurcell 4730007174

distance 0.143

#5 · Wardhacell 4980000143

distance 0.146 · cross-district

#6 · Chandrapurcell 4730006813

distance 0.147

#7 · Nagpurcell 4840004188

distance 0.148 · cross-district

#8 · Yavatmalcell 5000005312

distance 0.149 · cross-district

#9 · Wardhacell 4980001349

distance 0.151 · cross-district

#10 · Wardhacell 4980000923

distance 0.154 · cross-district

#11 · Yavatmalcell 5000004970

distance 0.155 · cross-district

#12 · Chandrapurcell 4730005180

distance 0.156

#13 · Wardhacell 4980000289

distance 0.158 · cross-district

#14 · Nagpurcell 4840004088

distance 0.158 · cross-district

#15 · Yavatmalcell 5000005146

distance 0.159 · cross-district

#16 · Yavatmalcell 5000005477

distance 0.159 · cross-district

#17 · Wardhacell 4980001107

distance 0.16 · cross-district

#18 · Chandrapurcell 4730005490

distance 0.161

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":4730005698}}}'

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.