Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008974

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008750

distance 0.088

#2 · Chandrapurcell 4730009044

distance 0.088

#3 · Chandrapurcell 4730008903

distance 0.096

#4 · Chandrapurcell 4730009115

distance 0.101

#5 · Chandrapurcell 4730007483

distance 0.121

#6 · Chandrapurcell 4730007596

distance 0.121

#7 · Chandrapurcell 4730009110

distance 0.122

#8 · Chandrapurcell 4730008749

distance 0.123

#9 · Chandrapurcell 4730007595

distance 0.131

#10 · Bhandaracell 4710001292

distance 0.136 · cross-district

#11 · Bhandaracell 4710001247

distance 0.136 · cross-district

#12 · Chandrapurcell 4730008681

distance 0.141

#13 · Chandrapurcell 4730008971

distance 0.142

#14 · Chandrapurcell 4730007026

distance 0.145

#15 · Chandrapurcell 4730009074

distance 0.145

#16 · Chandrapurcell 4730009114

distance 0.145

#17 · Chandrapurcell 4730007027

distance 0.146

#18 · Bhandaracell 4710001203

distance 0.148 · 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":4730008974}}}'

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.