Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003971

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004244

distance 0.151

#2 · Chandrapurcell 4730004529

distance 0.157

#3 · Chandrapurcell 4730003970

distance 0.17

#4 · Chandrapurcell 4730002376

distance 0.17

#5 · Chandrapurcell 4730004433

distance 0.178

#6 · Chandrapurcell 4730004521

distance 0.182

#7 · Chandrapurcell 4730003789

distance 0.196

#8 · Yavatmalcell 5000001610

distance 0.202 · cross-district

#9 · Nagpurcell 4840007319

distance 0.203 · cross-district

#10 · Chandrapurcell 4730004261

distance 0.203

#11 · Chandrapurcell 4730002621

distance 0.204

#12 · Chandrapurcell 4730003879

distance 0.206

#13 · Chandrapurcell 4730003643

distance 0.209

#14 · Yavatmalcell 5000002351

distance 0.211 · cross-district

#15 · Yavatmalcell 5000002196

distance 0.214 · cross-district

#16 · Chandrapurcell 4730002968

distance 0.214

#17 · Chandrapurcell 4730005103

distance 0.215

#18 · Chandrapurcell 4730001226

distance 0.216

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":4730003971}}}'

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.