Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840003003

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 3 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840002990

distance 0.203

#2 · Nagpurcell 4840004590

distance 0.211

#3 · Nagpurcell 4840002697

distance 0.221

#4 · Nagpurcell 4840002430

distance 0.248

#5 · Nagpurcell 4840003189

distance 0.253

#6 · Nagpurcell 4840002894

distance 0.253

#7 · Nagpurcell 4840004055

distance 0.258

#8 · Nagpurcell 4840001076

distance 0.259

#9 · Nagpurcell 4840004833

distance 0.262

#10 · Nagpurcell 4840004267

distance 0.262

#11 · Nagpurcell 4840002514

distance 0.266

#12 · Parbhanicell 4890001700

distance 0.267 · cross-district

#13 · Nagpurcell 4840002422

distance 0.268

#14 · Nagpurcell 4840002989

distance 0.269

#15 · Bhandaracell 4710002017

distance 0.27 · cross-district

#16 · Nagpurcell 4840002991

distance 0.271

#17 · Nagpurcell 4840003008

distance 0.271

#18 · Nagpurcell 4840002983

distance 0.273

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":4840003003}}}'

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.