Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006700

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007042

distance 0.114

#2 · Chandrapurcell 4730006721

distance 0.114

#3 · Yavatmalcell 5000007554

distance 0.116 · cross-district

#4 · Chandrapurcell 4730007830

distance 0.119

#5 · Yavatmalcell 5000009817

distance 0.124 · cross-district

#6 · Chandrapurcell 4730007154

distance 0.129

#7 · Chandrapurcell 4730006588

distance 0.134

#8 · Chandrapurcell 4730007038

distance 0.135

#9 · Chandrapurcell 4730006939

distance 0.136

#10 · Yavatmalcell 5000006355

distance 0.141 · cross-district

#11 · Chandrapurcell 4730007726

distance 0.143

#12 · Wardhacell 4980000446

distance 0.144 · cross-district

#13 · Chandrapurcell 4730006814

distance 0.146

#14 · Yavatmalcell 5000007006

distance 0.147 · cross-district

#15 · Yavatmalcell 5000010332

distance 0.157 · cross-district

#16 · Wardhacell 4980000077

distance 0.157 · cross-district

#17 · Yavatmalcell 5000009362

distance 0.158 · cross-district

#18 · Nagpurcell 4840000543

distance 0.16 · 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":4730006700}}}'

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.