Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004803

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004896

distance 0.17

#2 · Yavatmalcell 5000008374

distance 0.217 · cross-district

#3 · Chandrapurcell 4730005273

distance 0.219

#4 · Chandrapurcell 4730002260

distance 0.231

#5 · Nagpurcell 4840005079

distance 0.232 · cross-district

#6 · Jalgaoncell 4780004531

distance 0.234 · cross-district

#7 · Nagpurcell 4840005880

distance 0.235 · cross-district

#8 · Nagpurcell 4840004483

distance 0.236 · cross-district

#9 · Yavatmalcell 5000008441

distance 0.243 · cross-district

#10 · Chandrapurcell 4730002869

distance 0.243

#11 · Solapurcell 4960011276

distance 0.244 · cross-district

#12 · Chandrapurcell 4730002803

distance 0.245

#13 · Wardhacell 4980001354

distance 0.245 · cross-district

#14 · Nagpurcell 4840004815

distance 0.246 · cross-district

#15 · Chandrapurcell 4730003795

distance 0.247

#16 · Nagpurcell 4840004081

distance 0.25 · cross-district

#17 · Wardhacell 4980002573

distance 0.251 · cross-district

#18 · Akolacell 4670001096

distance 0.253 · 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":4730004803}}}'

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.