Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002628

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002925

distance 0.184

#2 · Hingolicell 4770002783

distance 0.206

#3 · Hingolicell 4770003013

distance 0.22

#4 · Hingolicell 4770001984

distance 0.222

#5 · Hingolicell 4770003173

distance 0.224

#6 · Hingolicell 4770002225

distance 0.243

#7 · Hingolicell 4770002562

distance 0.243

#8 · Hingolicell 4770003344

distance 0.243

#9 · Hingolicell 4770003179

distance 0.244

#10 · Hingolicell 4770003022

distance 0.244

#11 · Hingolicell 4770003466

distance 0.248

#12 · Hingolicell 4770003177

distance 0.248

#13 · Hingolicell 4770002644

distance 0.25

#14 · Hingolicell 4770002855

distance 0.252

#15 · Hingolicell 4770003010

distance 0.253

#16 · Hingolicell 4770001910

distance 0.254

#17 · Hingolicell 4770002563

distance 0.254

#18 · Hingolicell 4770002695

distance 0.255

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":4770002628}}}'

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.