Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001577

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001291

distance 0.188

#2 · Nagpurcell 4840006352

distance 0.19 · cross-district

#3 · Yavatmalcell 5000006340

distance 0.192 · cross-district

#4 · Chandrapurcell 4730002366

distance 0.201

#5 · Chandrapurcell 4730001916

distance 0.207

#6 · Nagpurcell 4840006486

distance 0.212 · cross-district

#7 · Chandrapurcell 4730001388

distance 0.213

#8 · Chandrapurcell 4730005392

distance 0.214

#9 · Chandrapurcell 4730006172

distance 0.215

#10 · Nagpurcell 4840003494

distance 0.216 · cross-district

#11 · Chandrapurcell 4730007233

distance 0.217

#12 · Chandrapurcell 4730001664

distance 0.217

#13 · Yavatmalcell 5000002202

distance 0.217 · cross-district

#14 · Chandrapurcell 4730002076

distance 0.22

#15 · Yavatmalcell 5000006064

distance 0.225 · cross-district

#16 · Chandrapurcell 4730006590

distance 0.226

#17 · Chandrapurcell 4730006960

distance 0.226

#18 · Yavatmalcell 5000007800

distance 0.23 · 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":4730001577}}}'

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.