Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001351

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001467

distance 0.124

#2 · Hingolicell 4770001234

distance 0.132

#3 · Hingolicell 4770001233

distance 0.132

#4 · Hingolicell 4770001231

distance 0.146

#5 · Hingolicell 4770001348

distance 0.152

#6 · Hingolicell 4770001293

distance 0.157

#7 · Hingolicell 4770002805

distance 0.192

#8 · Hingolicell 4770001230

distance 0.193

#9 · Hingolicell 4770001566

distance 0.196

#10 · Hingolicell 4770002591

distance 0.201

#11 · Hingolicell 4770002396

distance 0.203

#12 · Hingolicell 4770001350

distance 0.205

#13 · Hingolicell 4770000428

distance 0.205

#14 · Hingolicell 4770001808

distance 0.207

#15 · Hingolicell 4770002597

distance 0.207

#16 · Hingolicell 4770003190

distance 0.21

#17 · Hingolicell 4770002807

distance 0.211

#18 · Hingolicell 4770001468

distance 0.216

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":4770001351}}}'

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.