Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000001938

The MH-36 locality cells most similar to this Yavatmal 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003873

distance 0.212 · cross-district

#2 · Chandrapurcell 4730005715

distance 0.23 · cross-district

#3 · Chandrapurcell 4730005636

distance 0.233 · cross-district

#4 · Yavatmalcell 5000001060

distance 0.234

#5 · Yavatmalcell 5000006066

distance 0.238

#6 · Gadchirolicell 4750003275

distance 0.241 · cross-district

#7 · Yavatmalcell 5000006513

distance 0.249

#8 · Nandedcell 4850009084

distance 0.251 · cross-district

#9 · Nagpurcell 4840001788

distance 0.252 · cross-district

#10 · Yavatmalcell 5000001475

distance 0.256

#11 · Gadchirolicell 4750003190

distance 0.258 · cross-district

#12 · Nandedcell 4850001450

distance 0.261 · cross-district

#13 · Yavatmalcell 5000002311

distance 0.263

#14 · Wardhacell 4980000508

distance 0.269 · cross-district

#15 · Yavatmalcell 5000001987

distance 0.27

#16 · Jalgaoncell 4780000548

distance 0.27 · cross-district

#17 · Gadchirolicell 4750003973

distance 0.27 · cross-district

#18 · Chandrapurcell 4730000507

distance 0.271 · 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":500,"cluster_id":5000001938}}}'

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.