Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002339

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

0.026

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002274

distance 0.026

#2 · Chandrapurcell 4730002405

distance 0.044

#3 · Chandrapurcell 4730001157

distance 0.064

#4 · Chandrapurcell 4730001340

distance 0.079

#5 · Chandrapurcell 4730002201

distance 0.084

#6 · Chandrapurcell 4730002204

distance 0.086

#7 · Chandrapurcell 4730002276

distance 0.086

#8 · Chandrapurcell 4730002467

distance 0.088

#9 · Chandrapurcell 4730002199

distance 0.091

#10 · Chandrapurcell 4730001354

distance 0.091

#11 · Chandrapurcell 4730000823

distance 0.093

#12 · Chandrapurcell 4730001719

distance 0.094

#13 · Chandrapurcell 4730001084

distance 0.095

#14 · Chandrapurcell 4730001724

distance 0.096

#15 · Chandrapurcell 4730001617

distance 0.096

#16 · Chandrapurcell 4730001887

distance 0.096

#17 · Chandrapurcell 4730001448

distance 0.096

#18 · Chandrapurcell 4730001792

distance 0.097

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":4730002339}}}'

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.