Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000598

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001069

distance 0.151 · cross-district

#2 · Hingolicell 4770000649

distance 0.156

#3 · Yavatmalcell 5000001122

distance 0.156 · cross-district

#4 · Hingolicell 4770000701

distance 0.161

#5 · Hingolicell 4770000104

distance 0.164

#6 · Hingolicell 4770001257

distance 0.165

#7 · Hingolicell 4770000597

distance 0.168

#8 · Parbhanicell 4890002445

distance 0.168 · cross-district

#9 · Parbhanicell 4890002956

distance 0.17 · cross-district

#10 · Hingolicell 4770002078

distance 0.177

#11 · Hingolicell 4770001613

distance 0.179

#12 · Hingolicell 4770000619

distance 0.179

#13 · Hingolicell 4770000618

distance 0.181

#14 · Hingolicell 4770001605

distance 0.181

#15 · Hingolicell 4770000678

distance 0.182

#16 · Hingolicell 4770002200

distance 0.183

#17 · Parbhanicell 4890002532

distance 0.184 · cross-district

#18 · Washimcell 4990001415

distance 0.185 · cross-district

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":4770000598}}}'

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.