Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001778

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003107

distance 0.231 · cross-district

#2 · Chandrapurcell 4730003312

distance 0.256

#3 · Chandrapurcell 4730002311

distance 0.259

#4 · Chandrapurcell 4730002387

distance 0.26

#5 · Nandedcell 4850000859

distance 0.265 · cross-district

#6 · Chandrapurcell 4730001419

distance 0.272

#7 · Chandrapurcell 4730001949

distance 0.276

#8 · Chandrapurcell 4730003171

distance 0.282

#9 · Chandrapurcell 4730002767

distance 0.282

#10 · Nagpurcell 4840001371

distance 0.282 · cross-district

#11 · Nagpurcell 4840007237

distance 0.29 · cross-district

#12 · Nandedcell 4850000576

distance 0.291 · cross-district

#13 · Washimcell 4990002802

distance 0.294 · cross-district

#14 · Nagpurcell 4840001980

distance 0.296 · cross-district

#15 · Chandrapurcell 4730003231

distance 0.301

#16 · Chandrapurcell 4730000661

distance 0.302

#17 · Yavatmalcell 5000003422

distance 0.303 · cross-district

#18 · Nagpurcell 4840005737

distance 0.303 · 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":4730001778}}}'

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.