Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004738

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004637

distance 0.118

#2 · Chandrapurcell 4730006971

distance 0.133

#3 · Chandrapurcell 4730007195

distance 0.137

#4 · Chandrapurcell 4730005316

distance 0.147

#5 · Chandrapurcell 4730007085

distance 0.153

#6 · Chandrapurcell 4730004745

distance 0.158

#7 · Chandrapurcell 4730006856

distance 0.159

#8 · Chandrapurcell 4730005128

distance 0.16

#9 · Chandrapurcell 4730006522

distance 0.167

#10 · Chandrapurcell 4730006518

distance 0.169

#11 · Chandrapurcell 4730004639

distance 0.177

#12 · Chandrapurcell 4730005320

distance 0.179

#13 · Chandrapurcell 4730005104

distance 0.18

#14 · Chandrapurcell 4730004748

distance 0.181

#15 · Chandrapurcell 4730005317

distance 0.183

#16 · Chandrapurcell 4730007565

distance 0.189

#17 · Chandrapurcell 4730005532

distance 0.19

#18 · Chandrapurcell 4730005739

distance 0.19

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":4730004738}}}'

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.