Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009621

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006667

distance 0.17

#2 · Chandrapurcell 4730007116

distance 0.214

#3 · Bhandaracell 4710000992

distance 0.217 · cross-district

#4 · Gondiacell 4760000980

distance 0.224 · cross-district

#5 · Chandrapurcell 4730009447

distance 0.229

#6 · Chandrapurcell 4730009566

distance 0.233

#7 · Nagpurcell 4840004940

distance 0.235 · cross-district

#8 · Gadchirolicell 4750011936

distance 0.236 · cross-district

#9 · Chandrapurcell 4730009246

distance 0.239

#10 · Yavatmalcell 5000006349

distance 0.24 · cross-district

#11 · Gadchirolicell 4750010311

distance 0.241 · cross-district

#12 · Jalgaoncell 4780001182

distance 0.241 · cross-district

#13 · Chandrapurcell 4730009388

distance 0.244

#14 · Bhandaracell 4710001610

distance 0.248 · cross-district

#15 · Gadchirolicell 4750011575

distance 0.248 · cross-district

#16 · Gondiacell 4760000470

distance 0.249 · cross-district

#17 · Gondiacell 4760000696

distance 0.25 · cross-district

#18 · Gondiacell 4760000031

distance 0.251 · 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":4730009621}}}'

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.