Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003343

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002037

distance 0.111

#2 · Hingolicell 4770002568

distance 0.181

#3 · Hingolicell 4770002852

distance 0.198

#4 · Hingolicell 4770001849

distance 0.217

#5 · Hingolicell 4770002302

distance 0.227

#6 · Hingolicell 4770002933

distance 0.235

#7 · Hingolicell 4770002150

distance 0.239

#8 · Hingolicell 4770003176

distance 0.241

#9 · Hingolicell 4770002934

distance 0.242

#10 · Hingolicell 4770003102

distance 0.243

#11 · Hingolicell 4770003006

distance 0.253

#12 · Hingolicell 4770001689

distance 0.253

#13 · Hingolicell 4770001407

distance 0.26

#14 · Hingolicell 4770003167

distance 0.261

#15 · Hingolicell 4770001577

distance 0.263

#16 · Hingolicell 4770002161

distance 0.268

#17 · Hingolicell 4770002937

distance 0.269

#18 · Hingolicell 4770003100

distance 0.269

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":4770003343}}}'

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.