Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001331

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001516

distance 0.038

#2 · Chandrapurcell 4730001422

distance 0.053

#3 · Chandrapurcell 4730001517

distance 0.061

#4 · Chandrapurcell 4730001138

distance 0.077

#5 · Chandrapurcell 4730001236

distance 0.079

#6 · Chandrapurcell 4730001052

distance 0.092

#7 · Chandrapurcell 4730001515

distance 0.099

#8 · Chandrapurcell 4730001237

distance 0.102

#9 · Chandrapurcell 4730001609

distance 0.104

#10 · Chandrapurcell 4730000960

distance 0.109

#11 · Nandedcell 4850000901

distance 0.123 · cross-district

#12 · Chandrapurcell 4730001691

distance 0.124

#13 · Chandrapurcell 4730001603

distance 0.125

#14 · Nandedcell 4850000665

distance 0.128 · cross-district

#15 · Nandedcell 4850000572

distance 0.129 · cross-district

#16 · Chandrapurcell 4730001511

distance 0.129

#17 · Chandrapurcell 4730002495

distance 0.132

#18 · Chandrapurcell 4730002105

distance 0.133

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":4730001331}}}'

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.