Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003538

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001592

distance 0.141

#2 · Dharashivcell 4880000612

distance 0.143 · cross-district

#3 · Hingolicell 4770001726

distance 0.145

#4 · Hingolicell 4770001593

distance 0.149

#5 · Washimcell 4990002870

distance 0.152 · cross-district

#6 · Dharashivcell 4880000176

distance 0.154 · cross-district

#7 · Hingolicell 4770003753

distance 0.159

#8 · Hingolicell 4770000673

distance 0.162

#9 · Hingolicell 4770003978

distance 0.164

#10 · Dharashivcell 4880000703

distance 0.164 · cross-district

#11 · Hingolicell 4770001316

distance 0.166

#12 · Washimcell 4990000757

distance 0.169 · cross-district

#13 · Hingolicell 4770001594

distance 0.17

#14 · Hingolicell 4770003598

distance 0.171

#15 · Washimcell 4990002650

distance 0.172 · cross-district

#16 · Hingolicell 4770003921

distance 0.172

#17 · Hingolicell 4770001197

distance 0.173

#18 · Hingolicell 4770001761

distance 0.174

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":4770003538}}}'

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.