Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006944

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006945

distance 0.111

#2 · Chandrapurcell 4730006492

distance 0.112

#3 · Wardhacell 4980000336

distance 0.138 · cross-district

#4 · Chandrapurcell 4730007398

distance 0.146

#5 · Yavatmalcell 5000005604

distance 0.148 · cross-district

#6 · Nagpurcell 4840003592

distance 0.154 · cross-district

#7 · Chandrapurcell 4730006721

distance 0.163

#8 · Wardhacell 4980000374

distance 0.165 · cross-district

#9 · Chandrapurcell 4730006607

distance 0.166

#10 · Yavatmalcell 5000010232

distance 0.171 · cross-district

#11 · Chandrapurcell 4730006496

distance 0.172

#12 · Yavatmalcell 5000006382

distance 0.176 · cross-district

#13 · Nagpurcell 4840006381

distance 0.177 · cross-district

#14 · Nagpurcell 4840005712

distance 0.179 · cross-district

#15 · Nagpurcell 4840005851

distance 0.181 · cross-district

#16 · Wardhacell 4980000510

distance 0.181 · cross-district

#17 · Yavatmalcell 5000006648

distance 0.182 · cross-district

#18 · Yavatmalcell 5000006381

distance 0.182 · 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":4730006944}}}'

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.