Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002461

The MH-36 locality cells most similar to this Chandrapur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002527

distance 0.169

#2 · Chandrapurcell 4730002524

distance 0.179

#3 · Chandrapurcell 4730002399

distance 0.218

#4 · Chandrapurcell 4730002466

distance 0.23

#5 · Chandrapurcell 4730002459

distance 0.237

#6 · Chandrapurcell 4730002589

distance 0.242

#7 · Chandrapurcell 4730000884

distance 0.248

#8 · Chandrapurcell 4730001884

distance 0.262

#9 · Nagpurcell 4840006014

distance 0.262 · cross-district

#10 · Chandrapurcell 4730002398

distance 0.264

#11 · Chandrapurcell 4730002653

distance 0.27

#12 · Chandrapurcell 4730002530

distance 0.275

#13 · Parbhanicell 4890001881

distance 0.279 · cross-district

#14 · Chandrapurcell 4730001628

distance 0.285

#15 · Chandrapurcell 4730002844

distance 0.293

#16 · Chandrapurcell 4730003063

distance 0.296

#17 · Chandrapurcell 4730002206

distance 0.296

#18 · Parbhanicell 4890003189

distance 0.3 · 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":473,"cluster_id":4730002461}}}'

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.