Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003195

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002313

distance 0.2

#2 · Hingolicell 4770002193

distance 0.216

#3 · Jalgaoncell 4780005478

distance 0.241 · cross-district

#4 · Hingolicell 4770002194

distance 0.243

#5 · Parbhanicell 4890003962

distance 0.25 · cross-district

#6 · Hingolicell 4770001990

distance 0.251

#7 · Hingolicell 4770002242

distance 0.261

#8 · Hingolicell 4770002192

distance 0.263

#9 · Hingolicell 4770001282

distance 0.267

#10 · Hingolicell 4770002006

distance 0.274

#11 · Akolacell 4670002147

distance 0.278 · cross-district

#12 · Hingolicell 4770002447

distance 0.279

#13 · Hingolicell 4770003935

distance 0.28

#14 · Hingolicell 4770001827

distance 0.281

#15 · Hingolicell 4770002316

distance 0.284

#16 · Hingolicell 4770002251

distance 0.284

#17 · Parbhanicell 4890003963

distance 0.285 · cross-district

#18 · Hingolicell 4770002247

distance 0.285

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":4770003195}}}'

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.