Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009166

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000009531

distance 0.242 · cross-district

#2 · Yavatmalcell 5000007472

distance 0.244 · cross-district

#3 · Yavatmalcell 5000009176

distance 0.246 · cross-district

#4 · Chandrapurcell 4730009488

distance 0.246

#5 · Bhandaracell 4710000663

distance 0.249 · cross-district

#6 · Chandrapurcell 4730009226

distance 0.255

#7 · Bhandaracell 4710000317

distance 0.256 · cross-district

#8 · Wardhacell 4980000180

distance 0.256 · cross-district

#9 · Chandrapurcell 4730004102

distance 0.257

#10 · Bhandaracell 4710000183

distance 0.257 · cross-district

#11 · Solapurcell 4960002632

distance 0.261 · cross-district

#12 · Chandrapurcell 4730009681

distance 0.263

#13 · Chandrapurcell 4730009702

distance 0.264

#14 · Chandrapurcell 4730007298

distance 0.264

#15 · Chandrapurcell 4730004208

distance 0.266

#16 · Yavatmalcell 5000010173

distance 0.267 · cross-district

#17 · Chandrapurcell 4730008278

distance 0.267

#18 · Solapurcell 4960001984

distance 0.267 · 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":4730009166}}}'

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.