Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006126

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007579

distance 0.222

#2 · Chandrapurcell 4730006999

distance 0.234

#3 · Bhandaracell 4710001156

distance 0.235 · cross-district

#4 · Gadchirolicell 4750010184

distance 0.238 · cross-district

#5 · Nagpurcell 4840005993

distance 0.241 · cross-district

#6 · Chandrapurcell 4730006693

distance 0.245

#7 · Yavatmalcell 5000007281

distance 0.249 · cross-district

#8 · Gadchirolicell 4750010177

distance 0.25 · cross-district

#9 · Yavatmalcell 5000006085

distance 0.252 · cross-district

#10 · Bhandaracell 4710001232

distance 0.252 · cross-district

#11 · Bhandaracell 4710001617

distance 0.254 · cross-district

#12 · Nagpurcell 4840000693

distance 0.256 · cross-district

#13 · Gadchirolicell 4750010001

distance 0.261 · cross-district

#14 · Yavatmalcell 5000005925

distance 0.265 · cross-district

#15 · Nagpurcell 4840003948

distance 0.272 · cross-district

#16 · Bhandaracell 4710001621

distance 0.273 · cross-district

#17 · Nagpurcell 4840003992

distance 0.275 · cross-district

#18 · Bhandaracell 4710001277

distance 0.276 · 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":4730006126}}}'

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.