Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000748

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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001648

distance 0.092

#2 · Chandrapurcell 4730000913

distance 0.096

#3 · Chandrapurcell 4730000828

distance 0.098

#4 · Chandrapurcell 4730001647

distance 0.101

#5 · Chandrapurcell 4730000746

distance 0.118

#6 · Chandrapurcell 4730000562

distance 0.122

#7 · Chandrapurcell 4730000558

distance 0.135

#8 · Chandrapurcell 4730001093

distance 0.138

#9 · Chandrapurcell 4730001184

distance 0.139

#10 · Chandrapurcell 4730000496

distance 0.147

#11 · Chandrapurcell 4730003143

distance 0.153

#12 · Chandrapurcell 4730000495

distance 0.153

#13 · Chandrapurcell 4730001547

distance 0.156

#14 · Chandrapurcell 4730001087

distance 0.159

#15 · Chandrapurcell 4730002346

distance 0.163

#16 · Chandrapurcell 4730004241

distance 0.164

#17 · Chandrapurcell 4730002348

distance 0.165

#18 · Gadchirolicell 4750006200

distance 0.166 · 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":4730000748}}}'

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.