Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003401

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003176

distance 0.119

#2 · Hingolicell 4770003102

distance 0.171

#3 · Hingolicell 4770003083

distance 0.173

#4 · Hingolicell 4770003098

distance 0.189

#5 · Hingolicell 4770002567

distance 0.191

#6 · Hingolicell 4770002631

distance 0.197

#7 · Hingolicell 4770002772

distance 0.199

#8 · Hingolicell 4770003486

distance 0.216

#9 · Hingolicell 4770003167

distance 0.218

#10 · Hingolicell 4770002934

distance 0.235

#11 · Hingolicell 4770003006

distance 0.251

#12 · Hingolicell 4770002645

distance 0.255

#13 · Hingolicell 4770002150

distance 0.26

#14 · Hingolicell 4770003017

distance 0.262

#15 · Hingolicell 4770003265

distance 0.264

#16 · Hingolicell 4770002163

distance 0.267

#17 · Hingolicell 4770002037

distance 0.267

#18 · Hingolicell 4770001746

distance 0.269

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":4770003401}}}'

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.