Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005532

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004938

distance 0.088

#2 · Chandrapurcell 4730005640

distance 0.119

#3 · Chandrapurcell 4730004622

distance 0.129

#4 · Chandrapurcell 4730006191

distance 0.132

#5 · Chandrapurcell 4730005728

distance 0.132

#6 · Chandrapurcell 4730004656

distance 0.135

#7 · Chandrapurcell 4730005004

distance 0.142

#8 · Chandrapurcell 4730006104

distance 0.142

#9 · Chandrapurcell 4730005615

distance 0.151

#10 · Chandrapurcell 4730006065

distance 0.152

#11 · Chandrapurcell 4730005034

distance 0.153

#12 · Chandrapurcell 4730004833

distance 0.155

#13 · Chandrapurcell 4730005097

distance 0.156

#14 · Chandrapurcell 4730005219

distance 0.158

#15 · Chandrapurcell 4730004846

distance 0.159

#16 · Chandrapurcell 4730005991

distance 0.161

#17 · Chandrapurcell 4730004089

distance 0.164

#18 · Yavatmalcell 5000002986

distance 0.165 · 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":4730005532}}}'

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.