Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001681

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

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001509

distance 0.084

#2 · Hingolicell 4770001628

distance 0.099

#3 · Hingolicell 4770001739

distance 0.124

#4 · Hingolicell 4770001570

distance 0.134

#5 · Hingolicell 4770001453

distance 0.135

#6 · Hingolicell 4770000930

distance 0.137

#7 · Parbhanicell 4890004829

distance 0.15 · cross-district

#8 · Parbhanicell 4890004876

distance 0.15 · cross-district

#9 · Hingolicell 4770000987

distance 0.153

#10 · Hingolicell 4770001687

distance 0.155

#11 · Hingolicell 4770001683

distance 0.161

#12 · Hingolicell 4770001574

distance 0.162

#13 · Parbhanicell 4890004784

distance 0.163 · cross-district

#14 · Hingolicell 4770001629

distance 0.165

#15 · Hingolicell 4770001685

distance 0.166

#16 · Hingolicell 4770001047

distance 0.166

#17 · Hingolicell 4770001510

distance 0.167

#18 · Hingolicell 4770003201

distance 0.17

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":4770001681}}}'

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.