Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003453

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004144

distance 0.065

#2 · Chandrapurcell 4730001478

distance 0.138

#3 · Chandrapurcell 4730000880

distance 0.142

#4 · Chandrapurcell 4730001518

distance 0.143

#5 · Chandrapurcell 4730001383

distance 0.144

#6 · Chandrapurcell 4730001380

distance 0.149

#7 · Chandrapurcell 4730003852

distance 0.152

#8 · Chandrapurcell 4730000783

distance 0.153

#9 · Chandrapurcell 4730003948

distance 0.156

#10 · Yavatmalcell 5000001980

distance 0.157 · cross-district

#11 · Yavatmalcell 5000002097

distance 0.159 · cross-district

#12 · Chandrapurcell 4730001476

distance 0.163

#13 · Yavatmalcell 5000001537

distance 0.163 · cross-district

#14 · Chandrapurcell 4730001613

distance 0.165

#15 · Chandrapurcell 4730001288

distance 0.167

#16 · Parbhanicell 4890002214

distance 0.167 · cross-district

#17 · Yavatmalcell 5000002098

distance 0.169 · cross-district

#18 · Yavatmalcell 5000002342

distance 0.169 · 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":4730003453}}}'

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.