Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001473

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001471

distance 0.101

#2 · Hingolicell 4770001472

distance 0.106

#3 · Hingolicell 4770001060

distance 0.147

#4 · Hingolicell 4770001529

distance 0.157

#5 · Hingolicell 4770001414

distance 0.16

#6 · Hingolicell 4770001061

distance 0.165

#7 · Hingolicell 4770002078

distance 0.179

#8 · Hingolicell 4770001070

distance 0.182

#9 · Hingolicell 4770002200

distance 0.186

#10 · Hingolicell 4770000547

distance 0.189

#11 · Hingolicell 4770000891

distance 0.192

#12 · Yavatmalcell 5000001069

distance 0.192 · cross-district

#13 · Hingolicell 4770000598

distance 0.194

#14 · Yavatmalcell 5000001386

distance 0.194 · cross-district

#15 · Parbhanicell 4890002532

distance 0.197 · cross-district

#16 · Hingolicell 4770000993

distance 0.2

#17 · Hingolicell 4770001071

distance 0.202

#18 · Hingolicell 4770001528

distance 0.205

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":4770001473}}}'

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.