Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003402

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003256

distance 0.187

#2 · Hingolicell 4770002567

distance 0.229

#3 · Hingolicell 4770002700

distance 0.239

#4 · Hingolicell 4770002846

distance 0.239

#5 · Hingolicell 4770003079

distance 0.24

#6 · Hingolicell 4770001791

distance 0.268

#7 · Hingolicell 4770002689

distance 0.281

#8 · Hingolicell 4770002167

distance 0.282

#9 · Hingolicell 4770002168

distance 0.283

#10 · Hingolicell 4770002096

distance 0.285

#11 · Hingolicell 4770002637

distance 0.286

#12 · Hingolicell 4770002557

distance 0.287

#13 · Hingolicell 4770002303

distance 0.287

#14 · Hingolicell 4770003073

distance 0.294

#15 · Hingolicell 4770002108

distance 0.299

#16 · Hingolicell 4770002163

distance 0.3

#17 · Hingolicell 4770003098

distance 0.3

#18 · Hingolicell 4770001858

distance 0.301

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":4770003402}}}'

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.