Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003364

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004014

distance 0.135

#2 · Chandrapurcell 4730003365

distance 0.14

#3 · Chandrapurcell 4730003835

distance 0.153

#4 · Chandrapurcell 4730004978

distance 0.155

#5 · Chandrapurcell 4730000229

distance 0.156

#6 · Chandrapurcell 4730003594

distance 0.168

#7 · Chandrapurcell 4730005170

distance 0.174

#8 · Chandrapurcell 4730000176

distance 0.186

#9 · Chandrapurcell 4730003592

distance 0.196

#10 · Yavatmalcell 5000001428

distance 0.196 · cross-district

#11 · Chandrapurcell 4730004598

distance 0.199

#12 · Chandrapurcell 4730004792

distance 0.211

#13 · Chandrapurcell 4730003836

distance 0.211

#14 · Jalgaoncell 4780003273

distance 0.212 · cross-district

#15 · Jalgaoncell 4780006490

distance 0.213 · cross-district

#16 · Chandrapurcell 4730002190

distance 0.214

#17 · Chandrapurcell 4730004696

distance 0.216

#18 · Yavatmalcell 5000011268

distance 0.216 · 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":4730003364}}}'

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.