Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002464

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002397

distance 0.163

#2 · Chandrapurcell 4730001794

distance 0.174

#3 · Chandrapurcell 4730000663

distance 0.177

#4 · Chandrapurcell 4730002465

distance 0.188

#5 · Chandrapurcell 4730001438

distance 0.189

#6 · Chandrapurcell 4730002399

distance 0.196

#7 · Chandrapurcell 4730001976

distance 0.199

#8 · Chandrapurcell 4730001973

distance 0.206

#9 · Jalgaoncell 4780004059

distance 0.208 · cross-district

#10 · Yavatmalcell 5000011385

distance 0.208 · cross-district

#11 · Chandrapurcell 4730001165

distance 0.21

#12 · Chandrapurcell 4730002458

distance 0.212

#13 · Chandrapurcell 4730002188

distance 0.213

#14 · Jalgaoncell 4780004168

distance 0.214 · cross-district

#15 · Chandrapurcell 4730002527

distance 0.215

#16 · Chandrapurcell 4730002457

distance 0.216

#17 · Chandrapurcell 4730001535

distance 0.218

#18 · Chandrapurcell 4730001892

distance 0.218

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":4730002464}}}'

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.