Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001889

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001720

distance 0.159

#2 · Chandrapurcell 4730000725

distance 0.171

#3 · Chandrapurcell 4730000811

distance 0.182

#4 · Chandrapurcell 4730001627

distance 0.192

#5 · Chandrapurcell 4730001797

distance 0.231

#6 · Chandrapurcell 4730002121

distance 0.236

#7 · Chandrapurcell 4730001154

distance 0.237

#8 · Chandrapurcell 4730001965

distance 0.237

#9 · Gadchirolicell 4750008377

distance 0.24 · cross-district

#10 · Chandrapurcell 4730002266

distance 0.24

#11 · Chandrapurcell 4730001620

distance 0.241

#12 · Chandrapurcell 4730002406

distance 0.241

#13 · Chandrapurcell 4730001341

distance 0.241

#14 · Chandrapurcell 4730001963

distance 0.242

#15 · Chandrapurcell 4730001541

distance 0.243

#16 · Chandrapurcell 4730002197

distance 0.244

#17 · Chandrapurcell 4730002118

distance 0.244

#18 · Chandrapurcell 4730000999

distance 0.247

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":4730001889}}}'

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.