Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000766

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001663

distance 0.156 · cross-district

#2 · Nagpurcell 4840000372

distance 0.161

#3 · Chandrapurcell 4730009315

distance 0.162 · cross-district

#4 · Nagpurcell 4840000767

distance 0.175

#5 · Nagpurcell 4840000155

distance 0.176

#6 · Chandrapurcell 4730008849

distance 0.18 · cross-district

#7 · Nagpurcell 4840006117

distance 0.18

#8 · Gondiacell 4760000209

distance 0.184 · cross-district

#9 · Bhandaracell 4710001622

distance 0.185 · cross-district

#10 · Nagpurcell 4840000764

distance 0.188

#11 · Gondiacell 4760001189

distance 0.19 · cross-district

#12 · Bhandaracell 4710000487

distance 0.19 · cross-district

#13 · Bhandaracell 4710001562

distance 0.19 · cross-district

#14 · Bhandaracell 4710000661

distance 0.19 · cross-district

#15 · Gondiacell 4760000927

distance 0.191 · cross-district

#16 · Chandrapurcell 4730009351

distance 0.191 · cross-district

#17 · Nagpurcell 4840000524

distance 0.192

#18 · Nagpurcell 4840000326

distance 0.193

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":4840000766}}}'

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.