Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003349

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001689

distance 0.156

#2 · Hingolicell 4770003104

distance 0.164

#3 · Hingolicell 4770002262

distance 0.179

#4 · Hingolicell 4770000858

distance 0.2

#5 · Hingolicell 4770002241

distance 0.201

#6 · Hingolicell 4770002803

distance 0.21

#7 · Hingolicell 4770002792

distance 0.21

#8 · Hingolicell 4770003029

distance 0.214

#9 · Hingolicell 4770002666

distance 0.217

#10 · Hingolicell 4770002256

distance 0.222

#11 · Parbhanicell 4890005159

distance 0.227 · cross-district

#12 · Hingolicell 4770002066

distance 0.227

#13 · Hingolicell 4770002953

distance 0.227

#14 · Hingolicell 4770003048

distance 0.228

#15 · Hingolicell 4770002514

distance 0.23

#16 · Hingolicell 4770002719

distance 0.238

#17 · Hingolicell 4770002388

distance 0.239

#18 · Hingolicell 4770002647

distance 0.239

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":4770003349}}}'

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.