Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000773

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001224

distance 0.107 · cross-district

#2 · Hingolicell 4770000878

distance 0.108

#3 · Yavatmalcell 5000002127

distance 0.114 · cross-district

#4 · Hingolicell 4770000887

distance 0.117

#5 · Hingolicell 4770001005

distance 0.124

#6 · Hingolicell 4770001116

distance 0.135

#7 · Hingolicell 4770000886

distance 0.14

#8 · Hingolicell 4770001007

distance 0.144

#9 · Hingolicell 4770001059

distance 0.152

#10 · Yavatmalcell 5000001187

distance 0.154 · cross-district

#11 · Washimcell 4990001145

distance 0.156 · cross-district

#12 · Yavatmalcell 5000001893

distance 0.157 · cross-district

#13 · Yavatmalcell 5000002123

distance 0.16 · cross-district

#14 · Washimcell 4990001142

distance 0.161 · cross-district

#15 · Yavatmalcell 5000001488

distance 0.161 · cross-district

#16 · Washimcell 4990001046

distance 0.162 · cross-district

#17 · Hingolicell 4770000826

distance 0.162

#18 · Yavatmalcell 5000002010

distance 0.162 · 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":4770000773}}}'

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.