Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001008

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000555

distance 0.136

#2 · Nandedcell 4850000283

distance 0.167 · cross-district

#3 · Hingolicell 4770000653

distance 0.171

#4 · Nandedcell 4850006893

distance 0.18 · cross-district

#5 · Chandrapurcell 4730000854

distance 0.188 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005396

distance 0.189 · cross-district

#7 · Yavatmalcell 5000001340

distance 0.191 · cross-district

#8 · Washimcell 4990002026

distance 0.195 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690006098

distance 0.197 · cross-district

#10 · Nandedcell 4850008087

distance 0.201 · cross-district

#11 · Washimcell 4990003195

distance 0.201 · cross-district

#12 · Hingolicell 4770001125

distance 0.202

#13 · Nandedcell 4850007193

distance 0.204 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001227

distance 0.204 · cross-district

#15 · Hingolicell 4770001143

distance 0.208

#16 · Hingolicell 4770001255

distance 0.213

#17 · Nashikcell 4870007110

distance 0.214 · cross-district

#18 · Dharashivcell 4880000630

distance 0.216 · 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":4770001008}}}'

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.