Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003697

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 4 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 · Washimcell 4990000387

distance 0.107 · cross-district

#2 · Hingolicell 4770003978

distance 0.118

#3 · Hingolicell 4770003596

distance 0.12

#4 · Beedcell 4700000287

distance 0.122 · cross-district

#5 · Washimcell 4990000905

distance 0.122 · cross-district

#6 · Hingolicell 4770003748

distance 0.124

#7 · Washimcell 4990000201

distance 0.126 · cross-district

#8 · Hingolicell 4770003586

distance 0.127

#9 · Hingolicell 4770003949

distance 0.127

#10 · Hingolicell 4770003640

distance 0.128

#11 · Beedcell 4700000181

distance 0.129 · cross-district

#12 · Beedcell 4700000183

distance 0.13 · cross-district

#13 · Beedcell 4700001297

distance 0.131 · cross-district

#14 · Amravaticell 4680002494

distance 0.132 · cross-district

#15 · Hingolicell 4770003643

distance 0.132

#16 · Beedcell 4700005870

distance 0.133 · cross-district

#17 · Beedcell 4700000658

distance 0.134 · cross-district

#18 · Beedcell 4700004653

distance 0.135 · 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":4770003697}}}'

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.