Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002162

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001804

distance 0.244

#2 · Hingolicell 4770001913

distance 0.245

#3 · Hingolicell 4770002298

distance 0.248

#4 · Hingolicell 4770002569

distance 0.248

#5 · Hingolicell 4770003342

distance 0.249

#6 · Hingolicell 4770001976

distance 0.252

#7 · Hingolicell 4770003252

distance 0.258

#8 · Hingolicell 4770003416

distance 0.259

#9 · Hingolicell 4770003088

distance 0.26

#10 · Hingolicell 4770003403

distance 0.269

#11 · Hingolicell 4770003173

distance 0.281

#12 · Hingolicell 4770003249

distance 0.282

#13 · Hingolicell 4770002230

distance 0.283

#14 · Hingolicell 4770001914

distance 0.283

#15 · Buldhanacell 4720008069

distance 0.284 · cross-district

#16 · Hingolicell 4770003404

distance 0.287

#17 · Hingolicell 4770001983

distance 0.289

#18 · Buldhanacell 4720007635

distance 0.291 · 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":4770002162}}}'

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.