Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000044

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001780

distance 0.239 · cross-district

#2 · Chandrapurcell 4730003837

distance 0.271

#3 · Chandrapurcell 4730002572

distance 0.282

#4 · Nagpurcell 4840002350

distance 0.297 · cross-district

#5 · Yavatmalcell 5000001427

distance 0.302 · cross-district

#6 · Chandrapurcell 4730000130

distance 0.307

#7 · Chandrapurcell 4730002749

distance 0.312

#8 · Washimcell 4990004039

distance 0.313 · cross-district

#9 · Chandrapurcell 4730000594

distance 0.317

#10 · Nagpurcell 4840003946

distance 0.324 · cross-district

#11 · Chandrapurcell 4730003748

distance 0.325

#12 · Jalgaoncell 4780004712

distance 0.327 · cross-district

#13 · Beedcell 4700007090

distance 0.33 · cross-district

#14 · Nagpurcell 4840003749

distance 0.331 · cross-district

#15 · Chandrapurcell 4730009318

distance 0.336

#16 · Chandrapurcell 4730002759

distance 0.341

#17 · Chhatrapati Sambhajinagarcell 4690000901

distance 0.345 · cross-district

#18 · Jalgaoncell 4780004048

distance 0.346 · 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":4730000044}}}'

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.