Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005916

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008208

distance 0.159 · cross-district

#2 · Nagpurcell 4840005730

distance 0.163 · cross-district

#3 · Chandrapurcell 4730006026

distance 0.168

#4 · Yavatmalcell 5000006384

distance 0.171 · cross-district

#5 · Yavatmalcell 5000006635

distance 0.179 · cross-district

#6 · Chandrapurcell 4730005800

distance 0.179

#7 · Yavatmalcell 5000007957

distance 0.185 · cross-district

#8 · Chandrapurcell 4730005480

distance 0.192

#9 · Bhandaracell 4710001055

distance 0.196 · cross-district

#10 · Nagpurcell 4840001189

distance 0.197 · cross-district

#11 · Chandrapurcell 4730007576

distance 0.198

#12 · Chandrapurcell 4730005801

distance 0.199

#13 · Yavatmalcell 5000006381

distance 0.199 · cross-district

#14 · Chandrapurcell 4730007117

distance 0.2

#15 · Chandrapurcell 4730006032

distance 0.2

#16 · Bhandaracell 4710001525

distance 0.205 · cross-district

#17 · Chandrapurcell 4730009316

distance 0.205

#18 · Wardhacell 4980000034

distance 0.205 · 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":4730005916}}}'

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.