Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001037

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000912

distance 0.176

#2 · Hingolicell 4770001038

distance 0.233

#3 · Parbhanicell 4890003119

distance 0.27 · cross-district

#4 · Hingolicell 4770001335

distance 0.334

#5 · Hingolicell 4770001330

distance 0.334

#6 · Hingolicell 4770001507

distance 0.334

#7 · Hingolicell 4770003300

distance 0.339

#8 · Hingolicell 4770001270

distance 0.357

#9 · Bhandaracell 4710000889

distance 0.38 · cross-district

#10 · Hingolicell 4770000851

distance 0.382

#11 · Bhandaracell 4710000890

distance 0.389 · cross-district

#12 · Bhandaracell 4710000926

distance 0.39 · cross-district

#13 · Bhandaracell 4710001033

distance 0.393 · cross-district

#14 · Hingolicell 4770001395

distance 0.395

#15 · Chhatrapati Sambhajinagarcell 4690008829

distance 0.405 · cross-district

#16 · Bhandaracell 4710000689

distance 0.407 · cross-district

#17 · Dharashivcell 4880000122

distance 0.407 · cross-district

#18 · Bhandaracell 4710000857

distance 0.412 · cross-district

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":4770001037}}}'

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.