Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007499

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007515

distance 0.102

#2 · Chandrapurcell 4730007290

distance 0.108

#3 · Wardhacell 4980001480

distance 0.115 · cross-district

#4 · Chandrapurcell 4730007385

distance 0.115

#5 · Wardhacell 4980001577

distance 0.119 · cross-district

#6 · Chandrapurcell 4730007516

distance 0.123

#7 · Yavatmalcell 5000004760

distance 0.123 · cross-district

#8 · Chandrapurcell 4730007729

distance 0.125

#9 · Wardhacell 4980000997

distance 0.126 · cross-district

#10 · Chandrapurcell 4730007272

distance 0.131

#11 · Yavatmalcell 5000007558

distance 0.132 · cross-district

#12 · Chandrapurcell 4730007268

distance 0.135

#13 · Chandrapurcell 4730007287

distance 0.137

#14 · Wardhacell 4980001381

distance 0.138 · cross-district

#15 · Wardhacell 4980000346

distance 0.142 · cross-district

#16 · Yavatmalcell 5000005143

distance 0.144 · cross-district

#17 · Wardhacell 4980000351

distance 0.144 · cross-district

#18 · Wardhacell 4980001383

distance 0.145 · 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":4730007499}}}'

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.