Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003300

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000969

distance 0.283

#2 · Chhatrapati Sambhajinagarcell 4690007976

distance 0.285 · cross-district

#3 · Hingolicell 4770001038

distance 0.305

#4 · Hingolicell 4770001330

distance 0.316

#5 · Hingolicell 4770001216

distance 0.32

#6 · Hingolicell 4770001037

distance 0.339

#7 · Sataracell 4940001717

distance 0.34 · cross-district

#8 · Hingolicell 4770001270

distance 0.343

#9 · Chhatrapati Sambhajinagarcell 4690008261

distance 0.353 · cross-district

#10 · Hingolicell 4770003220

distance 0.356

#11 · Hingolicell 4770000851

distance 0.359

#12 · Hingolicell 4770001213

distance 0.362

#13 · Hingolicell 4770000912

distance 0.365

#14 · Bhandaracell 4710001033

distance 0.37 · cross-district

#15 · Laturcell 4810005454

distance 0.37 · cross-district

#16 · Hingolicell 4770001212

distance 0.372

#17 · Bhandaracell 4710001196

distance 0.373 · cross-district

#18 · Hingolicell 4770001507

distance 0.377

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":4770003300}}}'

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.