Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003908

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002732

distance 0.163

#2 · Chandrapurcell 4730002737

distance 0.17

#3 · Chandrapurcell 4730002867

distance 0.17

#4 · Yavatmalcell 5000009955

distance 0.177 · cross-district

#5 · Chandrapurcell 4730002937

distance 0.182

#6 · Yavatmalcell 5000009607

distance 0.183 · cross-district

#7 · Chandrapurcell 4730008058

distance 0.184

#8 · Washimcell 4990002664

distance 0.189 · cross-district

#9 · Chandrapurcell 4730007182

distance 0.189

#10 · Chandrapurcell 4730003910

distance 0.19

#11 · Nagpurcell 4840001096

distance 0.19 · cross-district

#12 · Chandrapurcell 4730007067

distance 0.192

#13 · Chandrapurcell 4730002672

distance 0.192

#14 · Wardhacell 4980000649

distance 0.192 · cross-district

#15 · Chandrapurcell 4730004901

distance 0.195

#16 · Chandrapurcell 4730003213

distance 0.196

#17 · Bhandaracell 4710000395

distance 0.201 · cross-district

#18 · Chandrapurcell 4730002666

distance 0.201

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":4730003908}}}'

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.