Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003021

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002632

distance 0.11

#2 · Hingolicell 4770002161

distance 0.14

#3 · Hingolicell 4770002865

distance 0.146

#4 · Hingolicell 4770002702

distance 0.152

#5 · Hingolicell 4770003399

distance 0.172

#6 · Hingolicell 4770002770

distance 0.179

#7 · Hingolicell 4770002630

distance 0.189

#8 · Hingolicell 4770003267

distance 0.193

#9 · Hingolicell 4770003471

distance 0.193

#10 · Hingolicell 4770001849

distance 0.194

#11 · Hingolicell 4770001792

distance 0.195

#12 · Hingolicell 4770002787

distance 0.196

#13 · Hingolicell 4770002021

distance 0.203

#14 · Hingolicell 4770003341

distance 0.203

#15 · Hingolicell 4770002635

distance 0.206

#16 · Hingolicell 4770002041

distance 0.206

#17 · Hingolicell 4770001909

distance 0.207

#18 · Hingolicell 4770002037

distance 0.209

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":4770003021}}}'

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.