Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840002807

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

0.95

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003369

distance 0.173

#2 · Nagpurcell 4840002610

distance 0.194

#3 · Nagpurcell 4840005448

distance 0.213

#4 · Nagpurcell 4840002902

distance 0.215

#5 · Jalgaoncell 4780005789

distance 0.218 · cross-district

#6 · Nagpurcell 4840006225

distance 0.219

#7 · Nagpurcell 4840006461

distance 0.238

#8 · Nagpurcell 4840002423

distance 0.241

#9 · Nagpurcell 4840004840

distance 0.242

#10 · Nagpurcell 4840003005

distance 0.243

#11 · Nagpurcell 4840006007

distance 0.244

#12 · Akolacell 4670002209

distance 0.248 · cross-district

#13 · Nagpurcell 4840004478

distance 0.248

#14 · Akolacell 4670001702

distance 0.249 · cross-district

#15 · Nagpurcell 4840001219

distance 0.25

#16 · Akolacell 4670001850

distance 0.252 · cross-district

#17 · Akolacell 4670000991

distance 0.253 · cross-district

#18 · Amravaticell 4680002983

distance 0.254 · 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":4840002807}}}'

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.