Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006787

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004272

distance 0.19

#2 · Gadchirolicell 4750005651

distance 0.209 · cross-district

#3 · Chandrapurcell 4730006328

distance 0.256

#4 · Chandrapurcell 4730006970

distance 0.274

#5 · Chandrapurcell 4730006895

distance 0.285

#6 · Chandrapurcell 4730006782

distance 0.286

#7 · Chandrapurcell 4730006105

distance 0.287

#8 · Chandrapurcell 4730005863

distance 0.288

#9 · Chandrapurcell 4730005990

distance 0.288

#10 · Chandrapurcell 4730006329

distance 0.289

#11 · Chandrapurcell 4730003896

distance 0.291

#12 · Chandrapurcell 4730003632

distance 0.291

#13 · Chandrapurcell 4730006676

distance 0.292

#14 · Chandrapurcell 4730005763

distance 0.293

#15 · Chandrapurcell 4730006330

distance 0.294

#16 · Chandrapurcell 4730006675

distance 0.297

#17 · Chandrapurcell 4730005756

distance 0.3

#18 · Yavatmalcell 5000008496

distance 0.301 · 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":4730006787}}}'

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.