Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006228

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006563

distance 0.151

#2 · Chandrapurcell 4730005556

distance 0.158

#3 · Chandrapurcell 4730006227

distance 0.176

#4 · Chandrapurcell 4730006229

distance 0.189

#5 · Chandrapurcell 4730006343

distance 0.216

#6 · Chandrapurcell 4730005636

distance 0.245

#7 · Yavatmalcell 5000004772

distance 0.246 · cross-district

#8 · Chandrapurcell 4730006455

distance 0.248

#9 · Yavatmalcell 5000007025

distance 0.267 · cross-district

#10 · Chandrapurcell 4730005771

distance 0.271

#11 · Yavatmalcell 5000004947

distance 0.272 · cross-district

#12 · Yavatmalcell 5000004574

distance 0.278 · cross-district

#13 · Yavatmalcell 5000005941

distance 0.279 · cross-district

#14 · Bhandaracell 4710000741

distance 0.281 · cross-district

#15 · Bhandaracell 4710000693

distance 0.282 · cross-district

#16 · Bhandaracell 4710000815

distance 0.284 · cross-district

#17 · Yavatmalcell 5000006774

distance 0.285 · cross-district

#18 · Yavatmalcell 5000005944

distance 0.286 · 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":4730006228}}}'

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.