Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003561

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

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000253

distance 0.078 · cross-district

#2 · Washimcell 4990000870

distance 0.089 · cross-district

#3 · Yavatmalcell 5000003402

distance 0.094 · cross-district

#4 · Washimcell 4990000487

distance 0.106 · cross-district

#5 · Hingolicell 4770003562

distance 0.117

#6 · Washimcell 4990001033

distance 0.117 · cross-district

#7 · Washimcell 4990000170

distance 0.12 · cross-district

#8 · Washimcell 4990000068

distance 0.12 · cross-district

#9 · Washimcell 4990000847

distance 0.122 · cross-district

#10 · Washimcell 4990001114

distance 0.123 · cross-district

#11 · Washimcell 4990000143

distance 0.126 · cross-district

#12 · Hingolicell 4770003548

distance 0.127

#13 · Hingolicell 4770003722

distance 0.133

#14 · Washimcell 4990000145

distance 0.133 · cross-district

#15 · Washimcell 4990000298

distance 0.135 · cross-district

#16 · Washimcell 4990000700

distance 0.136 · cross-district

#17 · Yavatmalcell 5000003582

distance 0.137 · cross-district

#18 · Hingolicell 4770003623

distance 0.138

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":4770003561}}}'

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.