Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007650

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

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007565

distance 0.143

#2 · Yavatmalcell 5000006502

distance 0.199 · cross-district

#3 · Chandrapurcell 4730006176

distance 0.219

#4 · Yavatmalcell 5000003333

distance 0.232 · cross-district

#5 · Yavatmalcell 5000006363

distance 0.234 · cross-district

#6 · Chandrapurcell 4730006175

distance 0.24

#7 · Yavatmalcell 5000007150

distance 0.246 · cross-district

#8 · Chandrapurcell 4730008931

distance 0.247

#9 · Yavatmalcell 5000004400

distance 0.249 · cross-district

#10 · Chandrapurcell 4730006178

distance 0.251

#11 · Yavatmalcell 5000006092

distance 0.251 · cross-district

#12 · Chandrapurcell 4730006406

distance 0.251

#13 · Yavatmalcell 5000003165

distance 0.253 · cross-district

#14 · Yavatmalcell 5000006088

distance 0.253 · cross-district

#15 · Chandrapurcell 4730006177

distance 0.257

#16 · Yavatmalcell 5000003694

distance 0.258 · cross-district

#17 · Bhandaracell 4710000647

distance 0.258 · cross-district

#18 · Yavatmalcell 5000007164

distance 0.259 · 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":4730007650}}}'

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.