Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005939

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005202

distance 0.129

#2 · Chandrapurcell 4730006627

distance 0.129

#3 · Chandrapurcell 4730005938

distance 0.146

#4 · Chandrapurcell 4730005824

distance 0.146

#5 · Chandrapurcell 4730005711

distance 0.152

#6 · Chandrapurcell 4730006278

distance 0.156

#7 · Chandrapurcell 4730005822

distance 0.161

#8 · Chandrapurcell 4730006169

distance 0.163

#9 · Chandrapurcell 4730006170

distance 0.168

#10 · Chandrapurcell 4730006401

distance 0.191

#11 · Chandrapurcell 4730006054

distance 0.196

#12 · Yavatmalcell 5000002576

distance 0.198 · cross-district

#13 · Chandrapurcell 4730005853

distance 0.202

#14 · Wardhacell 4980000211

distance 0.203 · cross-district

#15 · Chandrapurcell 4730002086

distance 0.203

#16 · Yavatmalcell 5000002589

distance 0.206 · cross-district

#17 · Chandrapurcell 4730002808

distance 0.207

#18 · Nagpurcell 4840001985

distance 0.208 · 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":4730005939}}}'

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.