Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000739

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000995

distance 0.093

#2 · Yavatmalcell 5000007144

distance 0.155 · cross-district

#3 · Yavatmalcell 5000004439

distance 0.157 · cross-district

#4 · Yavatmalcell 5000008723

distance 0.158 · cross-district

#5 · Nagpurcell 4840001359

distance 0.163

#6 · Yavatmalcell 5000008783

distance 0.168 · cross-district

#7 · Chandrapurcell 4730001794

distance 0.175 · cross-district

#8 · Yavatmalcell 5000002569

distance 0.176 · cross-district

#9 · Yavatmalcell 5000011497

distance 0.177 · cross-district

#10 · Yavatmalcell 5000006690

distance 0.179 · cross-district

#11 · Washimcell 4990003957

distance 0.18 · cross-district

#12 · Yavatmalcell 5000007294

distance 0.18 · cross-district

#13 · Chandrapurcell 4730002465

distance 0.182 · cross-district

#14 · Washimcell 4990003649

distance 0.182 · cross-district

#15 · Yavatmalcell 5000008780

distance 0.187 · cross-district

#16 · Yavatmalcell 5000005298

distance 0.189 · cross-district

#17 · Yavatmalcell 5000006558

distance 0.191 · cross-district

#18 · Yavatmalcell 5000007145

distance 0.191 · 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":484,"cluster_id":4840000739}}}'

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.