Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009735

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001878

distance 0.167 · cross-district

#2 · Nagpurcell 4840005725

distance 0.19 · cross-district

#3 · Bhandaracell 4710001872

distance 0.201 · cross-district

#4 · Chandrapurcell 4730008577

distance 0.225

#5 · Bhandaracell 4710000992

distance 0.226 · cross-district

#6 · Bhandaracell 4710001559

distance 0.227 · cross-district

#7 · Nagpurcell 4840000423

distance 0.228 · cross-district

#8 · Chandrapurcell 4730006139

distance 0.228

#9 · Bhandaracell 4710001274

distance 0.236 · cross-district

#10 · Nagpurcell 4840005886

distance 0.239 · cross-district

#11 · Nagpurcell 4840006736

distance 0.241 · cross-district

#12 · Nagpurcell 4840000710

distance 0.242 · cross-district

#13 · Nagpurcell 4840006731

distance 0.244 · cross-district

#14 · Chandrapurcell 4730009412

distance 0.245

#15 · Nagpurcell 4840003709

distance 0.248 · cross-district

#16 · Wardhacell 4980000067

distance 0.251 · cross-district

#17 · Bhandaracell 4710000859

distance 0.252 · cross-district

#18 · Gadchirolicell 4750010323

distance 0.252 · 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":4730009735}}}'

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.