Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007661

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007338

distance 0.208

#2 · Chandrapurcell 4730008255

distance 0.219

#3 · Gadchirolicell 4750008909

distance 0.22 · cross-district

#4 · Chandrapurcell 4730008338

distance 0.228

#5 · Chandrapurcell 4730008257

distance 0.229

#6 · Chandrapurcell 4730008074

distance 0.23

#7 · Nagpurcell 4840001153

distance 0.236 · cross-district

#8 · Nagpurcell 4840000950

distance 0.237 · cross-district

#9 · Chandrapurcell 4730007767

distance 0.246

#10 · Nagpurcell 4840001227

distance 0.248 · cross-district

#11 · Nagpurcell 4840000827

distance 0.25 · cross-district

#12 · Chandrapurcell 4730008354

distance 0.252

#13 · Gadchirolicell 4750008857

distance 0.259 · cross-district

#14 · Nagpurcell 4840000963

distance 0.259 · cross-district

#15 · Gadchirolicell 4750009984

distance 0.26 · cross-district

#16 · Chandrapurcell 4730007772

distance 0.26

#17 · Chandrapurcell 4730003360

distance 0.263

#18 · Wardhacell 4980001578

distance 0.264 · 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":4730007661}}}'

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.