Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002221

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002623

distance 0.201

#2 · Hingolicell 4770003182

distance 0.204

#3 · Hingolicell 4770002230

distance 0.205

#4 · Hingolicell 4770003477

distance 0.217

#5 · Hingolicell 4770001982

distance 0.227

#6 · Hingolicell 4770002435

distance 0.231

#7 · Hingolicell 4770002303

distance 0.231

#8 · Hingolicell 4770001791

distance 0.238

#9 · Hingolicell 4770002690

distance 0.243

#10 · Hingolicell 4770002160

distance 0.248

#11 · Hingolicell 4770002107

distance 0.25

#12 · Hingolicell 4770003416

distance 0.255

#13 · Hingolicell 4770002367

distance 0.259

#14 · Hingolicell 4770002943

distance 0.261

#15 · Hingolicell 4770003079

distance 0.264

#16 · Hingolicell 4770002699

distance 0.267

#17 · Hingolicell 4770002700

distance 0.271

#18 · Hingolicell 4770002289

distance 0.271

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":4770002221}}}'

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.