Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002187

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002515

distance 0.155

#2 · Chandrapurcell 4730001349

distance 0.158

#3 · Chandrapurcell 4730002118

distance 0.166

#4 · Chandrapurcell 4730000648

distance 0.167

#5 · Nagpurcell 4840002200

distance 0.175 · cross-district

#6 · Jalgaoncell 4780006964

distance 0.176 · cross-district

#7 · Nagpurcell 4840001998

distance 0.177 · cross-district

#8 · Nagpurcell 4840004309

distance 0.178 · cross-district

#9 · Chandrapurcell 4730001797

distance 0.183

#10 · Nagpurcell 4840000830

distance 0.185 · cross-district

#11 · Nagpurcell 4840000837

distance 0.187 · cross-district

#12 · Nagpurcell 4840002278

distance 0.187 · cross-district

#13 · Nagpurcell 4840000901

distance 0.188 · cross-district

#14 · Yavatmalcell 5000009860

distance 0.188 · cross-district

#15 · Chandrapurcell 4730002121

distance 0.192

#16 · Nagpurcell 4840001074

distance 0.192 · cross-district

#17 · Nagpurcell 4840000293

distance 0.193 · cross-district

#18 · Jalgaoncell 4780007088

distance 0.193 · 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":4730002187}}}'

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.