Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007683

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008005

distance 0.148

#2 · Chandrapurcell 4730007339

distance 0.206

#3 · Wardhacell 4980000662

distance 0.209 · cross-district

#4 · Chandrapurcell 4730008761

distance 0.223

#5 · Chandrapurcell 4730008193

distance 0.24

#6 · Chandrapurcell 4730008839

distance 0.241

#7 · Solapurcell 4960001585

distance 0.242 · cross-district

#8 · Chandrapurcell 4730007353

distance 0.243

#9 · Chandrapurcell 4730009021

distance 0.249

#10 · Chandrapurcell 4730006893

distance 0.249

#11 · Wardhacell 4980000812

distance 0.252 · cross-district

#12 · Wardhacell 4980000604

distance 0.254 · cross-district

#13 · Chandrapurcell 4730003008

distance 0.254

#14 · Chandrapurcell 4730004485

distance 0.255

#15 · Chandrapurcell 4730007913

distance 0.256

#16 · Nagpurcell 4840000839

distance 0.256 · cross-district

#17 · Chandrapurcell 4730008195

distance 0.256

#18 · Gadchirolicell 4750009326

distance 0.256 · 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":4730007683}}}'

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.