Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008395

The MH-36 locality cells most similar to this Nanded 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.037

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008394

distance 0.037

#2 · Yavatmalcell 5000000878

distance 0.084 · cross-district

#3 · Nandedcell 4850008345

distance 0.086

#4 · Yavatmalcell 5000000814

distance 0.097 · cross-district

#5 · Yavatmalcell 5000000751

distance 0.098 · cross-district

#6 · Yavatmalcell 5000000991

distance 0.099 · cross-district

#7 · Yavatmalcell 5000000940

distance 0.099 · cross-district

#8 · Yavatmalcell 5000001111

distance 0.1 · cross-district

#9 · Yavatmalcell 5000000750

distance 0.101 · cross-district

#10 · Yavatmalcell 5000000941

distance 0.107 · cross-district

#11 · Yavatmalcell 5000000761

distance 0.112 · cross-district

#12 · Nandedcell 4850008690

distance 0.114

#13 · Yavatmalcell 5000000815

distance 0.122 · cross-district

#14 · Yavatmalcell 5000000702

distance 0.125 · cross-district

#15 · Yavatmalcell 5000000703

distance 0.126 · cross-district

#16 · Nandedcell 4850006656

distance 0.127

#17 · Nandedcell 4850008347

distance 0.127

#18 · Yavatmalcell 5000000866

distance 0.127 · 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":485,"cluster_id":4850008395}}}'

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.