Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001229

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001110

distance 0.161

#2 · Hingolicell 4770003116

distance 0.173

#3 · Hingolicell 4770001742

distance 0.181

#4 · Hingolicell 4770001466

distance 0.185

#5 · Hingolicell 4770000432

distance 0.196

#6 · Hingolicell 4770001228

distance 0.197

#7 · Hingolicell 4770001346

distance 0.206

#8 · Hingolicell 4770002398

distance 0.212

#9 · Hingolicell 4770000543

distance 0.215

#10 · Hingolicell 4770001579

distance 0.216

#11 · Hingolicell 4770000523

distance 0.22

#12 · Hingolicell 4770001231

distance 0.221

#13 · Hingolicell 4770001691

distance 0.222

#14 · Hingolicell 4770001517

distance 0.222

#15 · Hingolicell 4770002527

distance 0.222

#16 · Hingolicell 4770000488

distance 0.223

#17 · Hingolicell 4770000743

distance 0.225

#18 · Hingolicell 4770001341

distance 0.225

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":4770001229}}}'

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.