Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000024

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 · Nagpurcell 4840000039

distance 0.156

#2 · Chandrapurcell 4730009476

distance 0.184 · cross-district

#3 · Nagpurcell 4840000073

distance 0.188

#4 · Chandrapurcell 4730009473

distance 0.199 · cross-district

#5 · Nagpurcell 4840000158

distance 0.202

#6 · Chandrapurcell 4730009294

distance 0.209 · cross-district

#7 · Wardhacell 4980000840

distance 0.212 · cross-district

#8 · Chandrapurcell 4730009639

distance 0.215 · cross-district

#9 · Nagpurcell 4840000038

distance 0.217

#10 · Chandrapurcell 4730009474

distance 0.229 · cross-district

#11 · Nagpurcell 4840002921

distance 0.23

#12 · Nagpurcell 4840000415

distance 0.231

#13 · Chandrapurcell 4730009353

distance 0.231 · cross-district

#14 · Nagpurcell 4840000418

distance 0.232

#15 · Chandrapurcell 4730007291

distance 0.234 · cross-district

#16 · Nagpurcell 4840000072

distance 0.236

#17 · Yavatmalcell 5000007661

distance 0.237 · cross-district

#18 · Wardhacell 4980000300

distance 0.24 · 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":4840000024}}}'

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.