Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009528

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000981

distance 0.165 · cross-district

#2 · Nagpurcell 4840000422

distance 0.179 · cross-district

#3 · Chandrapurcell 4730009529

distance 0.181

#4 · Chandrapurcell 4730009644

distance 0.204

#5 · Chandrapurcell 4730009736

distance 0.205

#6 · Nagpurcell 4840000476

distance 0.206 · cross-district

#7 · Chandrapurcell 4730009532

distance 0.21

#8 · Chandrapurcell 4730009227

distance 0.211

#9 · Bhandaracell 4710000661

distance 0.215 · cross-district

#10 · Chandrapurcell 4730009588

distance 0.218

#11 · Nagpurcell 4840000770

distance 0.222 · cross-district

#12 · Bhandaracell 4710000886

distance 0.222 · cross-district

#13 · Gadchirolicell 4750010387

distance 0.223 · cross-district

#14 · Chandrapurcell 4730009590

distance 0.224

#15 · Nagpurcell 4840006138

distance 0.23 · cross-district

#16 · Bhandaracell 4710001462

distance 0.232 · cross-district

#17 · Chandrapurcell 4730006250

distance 0.232

#18 · Bhandaracell 4710001431

distance 0.233 · 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":4730009528}}}'

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.