Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001032

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000848

distance 0.103

#2 · Hingolicell 4770001446

distance 0.114

#3 · Hingolicell 4770001388

distance 0.117

#4 · Hingolicell 4770000850

distance 0.155

#5 · Hingolicell 4770000849

distance 0.155

#6 · Hingolicell 4770001448

distance 0.163

#7 · Hingolicell 4770001153

distance 0.168

#8 · Hingolicell 4770001039

distance 0.178

#9 · Hingolicell 4770001505

distance 0.179

#10 · Hingolicell 4770000970

distance 0.181

#11 · Hingolicell 4770001154

distance 0.191

#12 · Hingolicell 4770001092

distance 0.194

#13 · Akolacell 4670004003

distance 0.194 · cross-district

#14 · Hingolicell 4770000847

distance 0.195

#15 · Hingolicell 4770001336

distance 0.196

#16 · Akolacell 4670004287

distance 0.2 · cross-district

#17 · Hingolicell 4770000911

distance 0.2

#18 · Hingolicell 4770001093

distance 0.2

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":4770001032}}}'

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.