Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008694

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008773

distance 0.197

#2 · Gadchirolicell 4750010912

distance 0.2 · cross-district

#3 · Chandrapurcell 4730007339

distance 0.202

#4 · Chandrapurcell 4730009683

distance 0.204

#5 · Nagpurcell 4840000408

distance 0.207 · cross-district

#6 · Yavatmalcell 5000007034

distance 0.212 · cross-district

#7 · Chandrapurcell 4730005803

distance 0.213

#8 · Chandrapurcell 4730009204

distance 0.218

#9 · Gondiacell 4760000134

distance 0.221 · cross-district

#10 · Gondiacell 4760000110

distance 0.224 · cross-district

#11 · Gadchirolicell 4750009927

distance 0.226 · cross-district

#12 · Gadchirolicell 4750010515

distance 0.226 · cross-district

#13 · Chandrapurcell 4730009315

distance 0.23

#14 · Bhandaracell 4710000487

distance 0.233 · cross-district

#15 · Gadchirolicell 4750010433

distance 0.237 · cross-district

#16 · Nagpurcell 4840000766

distance 0.237 · cross-district

#17 · Chandrapurcell 4730006807

distance 0.239

#18 · Nagpurcell 4840000372

distance 0.242 · 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":4730008694}}}'

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.