Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001948

The MH-36 locality cells most similar to this Hingoli 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

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001715

distance 0.085

#2 · Hingolicell 4770003819

distance 0.097

#3 · Yavatmalcell 5000001132

distance 0.097 · cross-district

#4 · Hingolicell 4770001760

distance 0.106

#5 · Hingolicell 4770002335

distance 0.107

#6 · Washimcell 4990000294

distance 0.11 · cross-district

#7 · Hingolicell 4770002139

distance 0.113

#8 · Hingolicell 4770003544

distance 0.116

#9 · Hingolicell 4770001602

distance 0.117

#10 · Hingolicell 4770003651

distance 0.121

#11 · Yavatmalcell 5000001438

distance 0.122 · cross-district

#12 · Yavatmalcell 5000002365

distance 0.122 · cross-district

#13 · Yavatmalcell 5000001182

distance 0.123 · cross-district

#14 · Washimcell 4990003222

distance 0.125 · cross-district

#15 · Hingolicell 4770003877

distance 0.131

#16 · Hingolicell 4770003813

distance 0.132

#17 · Hingolicell 4770003765

distance 0.133

#18 · Yavatmalcell 5000001450

distance 0.133 · 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":477,"cluster_id":4770001948}}}'

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.