Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840005513

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005374

distance 0.145

#2 · Bhandaracell 4710001888

distance 0.154 · cross-district

#3 · Bhandaracell 4710001084

distance 0.157 · cross-district

#4 · Bhandaracell 4710001272

distance 0.162 · cross-district

#5 · Nagpurcell 4840005753

distance 0.174

#6 · Bhandaracell 4710002795

distance 0.182 · cross-district

#7 · Bhandaracell 4710001477

distance 0.186 · cross-district

#8 · Nagpurcell 4840004643

distance 0.192

#9 · Nagpurcell 4840004644

distance 0.194

#10 · Nagpurcell 4840004998

distance 0.198

#11 · Nagpurcell 4840006266

distance 0.204

#12 · Nagpurcell 4840006142

distance 0.214

#13 · Bhandaracell 4710001431

distance 0.214 · cross-district

#14 · Bhandaracell 4710002425

distance 0.216 · cross-district

#15 · Bhandaracell 4710001228

distance 0.217 · cross-district

#16 · Nagpurcell 4840003807

distance 0.217

#17 · Nagpurcell 4840006028

distance 0.218

#18 · Bhandaracell 4710001091

distance 0.218 · 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":4840005513}}}'

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.