Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004199

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004195

distance 0.1

#2 · Chandrapurcell 4730003740

distance 0.135

#3 · Chandrapurcell 4730006890

distance 0.145

#4 · Chandrapurcell 4730004387

distance 0.151

#5 · Chandrapurcell 4730004376

distance 0.158

#6 · Chandrapurcell 4730004187

distance 0.161

#7 · Chandrapurcell 4730003576

distance 0.161

#8 · Gondiacell 4760000209

distance 0.165 · cross-district

#9 · Chandrapurcell 4730003216

distance 0.165

#10 · Chandrapurcell 4730004102

distance 0.166

#11 · Chandrapurcell 4730007347

distance 0.166

#12 · Wardhacell 4980000725

distance 0.168 · cross-district

#13 · Chandrapurcell 4730003830

distance 0.172

#14 · Chandrapurcell 4730003288

distance 0.172

#15 · Chandrapurcell 4730003223

distance 0.174

#16 · Yavatmalcell 5000004263

distance 0.181 · cross-district

#17 · Chandrapurcell 4730003928

distance 0.181

#18 · Chandrapurcell 4730004592

distance 0.183

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":4730004199}}}'

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.