Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002808

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002809

distance 0.115

#2 · Chandrapurcell 4730002810

distance 0.124

#3 · Chandrapurcell 4730002681

distance 0.149

#4 · Chandrapurcell 4730005938

distance 0.164

#5 · Chandrapurcell 4730005853

distance 0.168

#6 · Chandrapurcell 4730006170

distance 0.173

#7 · Chandrapurcell 4730002739

distance 0.174

#8 · Chandrapurcell 4730006278

distance 0.174

#9 · Chandrapurcell 4730002682

distance 0.174

#10 · Chandrapurcell 4730002745

distance 0.177

#11 · Chandrapurcell 4730006993

distance 0.179

#12 · Chandrapurcell 4730000839

distance 0.18

#13 · Yavatmalcell 5000006645

distance 0.18 · cross-district

#14 · Wardhacell 4980000297

distance 0.181 · cross-district

#15 · Chandrapurcell 4730002744

distance 0.181

#16 · Yavatmalcell 5000005923

distance 0.182 · cross-district

#17 · Chandrapurcell 4730007291

distance 0.184

#18 · Wardhacell 4980000256

distance 0.184 · 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":4730002808}}}'

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.