Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001404

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

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001498

distance 0.053

#2 · Chandrapurcell 4730001405

distance 0.068

#3 · Chandrapurcell 4730001406

distance 0.075

#4 · Chandrapurcell 4730001841

distance 0.091

#5 · Chandrapurcell 4730001403

distance 0.125

#6 · Chandrapurcell 4730001496

distance 0.129

#7 · Chandrapurcell 4730001583

distance 0.134

#8 · Chandrapurcell 4730001494

distance 0.142

#9 · Chandrapurcell 4730001324

distance 0.144

#10 · Chandrapurcell 4730001771

distance 0.148

#11 · Nagpurcell 4840001719

distance 0.15 · cross-district

#12 · Chandrapurcell 4730002165

distance 0.15

#13 · Chandrapurcell 4730001852

distance 0.15

#14 · Yavatmalcell 5000002073

distance 0.151 · cross-district

#15 · Yavatmalcell 5000001845

distance 0.155 · cross-district

#16 · Nagpurcell 4840001800

distance 0.156 · cross-district

#17 · Yavatmalcell 5000002349

distance 0.157 · cross-district

#18 · Nagpurcell 4840001899

distance 0.162 · 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":473,"cluster_id":4730001404}}}'

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.