Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000031

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000022

distance 0.119

#2 · Nagpurcell 4840000035

distance 0.155

#3 · Chandrapurcell 4730007446

distance 0.159 · cross-district

#4 · Nagpurcell 4840000023

distance 0.159

#5 · Nagpurcell 4840000036

distance 0.16

#6 · Nagpurcell 4840000313

distance 0.162

#7 · Nagpurcell 4840000052

distance 0.162

#8 · Chandrapurcell 4730005526

distance 0.181 · cross-district

#9 · Nagpurcell 4840000359

distance 0.181

#10 · Nagpurcell 4840000048

distance 0.183

#11 · Chandrapurcell 4730005527

distance 0.185 · cross-district

#12 · Nagpurcell 4840000068

distance 0.187

#13 · Chandrapurcell 4730006080

distance 0.187 · cross-district

#14 · Chandrapurcell 4730005738

distance 0.189 · cross-district

#15 · Chandrapurcell 4730006655

distance 0.19 · cross-district

#16 · Chandrapurcell 4730006646

distance 0.19 · cross-district

#17 · Yavatmalcell 5000004778

distance 0.191 · cross-district

#18 · Bhandaracell 4710000161

distance 0.192 · 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":4840000031}}}'

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.