Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008996

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.048

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008958

distance 0.048

#2 · Yavatmalcell 5000006022

distance 0.112 · cross-district

#3 · Yavatmalcell 5000004003

distance 0.114 · cross-district

#4 · Yavatmalcell 5000004530

distance 0.117 · cross-district

#5 · Yavatmalcell 5000003823

distance 0.123 · cross-district

#6 · Nandedcell 4850008959

distance 0.127

#7 · Yavatmalcell 5000006164

distance 0.133 · cross-district

#8 · Yavatmalcell 5000005391

distance 0.134 · cross-district

#9 · Yavatmalcell 5000005395

distance 0.134 · cross-district

#10 · Chandrapurcell 4730005190

distance 0.136 · cross-district

#11 · Yavatmalcell 5000003836

distance 0.138 · cross-district

#12 · Yavatmalcell 5000005886

distance 0.143 · cross-district

#13 · Chandrapurcell 4730005285

distance 0.144 · cross-district

#14 · Nandedcell 4850009064

distance 0.145

#15 · Nandedcell 4850008961

distance 0.146

#16 · Nandedcell 4850008953

distance 0.148

#17 · Chandrapurcell 4730004989

distance 0.148 · cross-district

#18 · Chandrapurcell 4730004895

distance 0.15 · 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":4850008996}}}'

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.