Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000729

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001073

distance 0.138

#2 · Chandrapurcell 4730001441

distance 0.173

#3 · Chandrapurcell 4730002660

distance 0.211

#4 · Chandrapurcell 4730000809

distance 0.216

#5 · Chandrapurcell 4730000662

distance 0.221

#6 · Chandrapurcell 4730003289

distance 0.221

#7 · Chandrapurcell 4730001871

distance 0.231

#8 · Jalgaoncell 4780006957

distance 0.246 · cross-district

#9 · Chandrapurcell 4730004194

distance 0.249

#10 · Bhandaracell 4710001562

distance 0.25 · cross-district

#11 · Chandrapurcell 4730000793

distance 0.256

#12 · Nagpurcell 4840000821

distance 0.256 · cross-district

#13 · Chandrapurcell 4730001622

distance 0.259

#14 · Chandrapurcell 4730001242

distance 0.26

#15 · Yavatmalcell 5000004315

distance 0.26 · cross-district

#16 · Chandrapurcell 4730001729

distance 0.262

#17 · Chandrapurcell 4730009312

distance 0.262

#18 · Yavatmalcell 5000002938

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":4730000729}}}'

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.