Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002010

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001950

distance 0.096

#2 · Hingolicell 4770001830

distance 0.1

#3 · Hingolicell 4770001648

distance 0.113

#4 · Hingolicell 4770003527

distance 0.126

#5 · Washimcell 4990000343

distance 0.128 · cross-district

#6 · Hingolicell 4770002015

distance 0.128

#7 · Nandedcell 4850008013

distance 0.132 · cross-district

#8 · Hingolicell 4770000775

distance 0.138

#9 · Washimcell 4990001689

distance 0.139 · cross-district

#10 · Hingolicell 4770001485

distance 0.141

#11 · Yavatmalcell 5000000956

distance 0.142 · cross-district

#12 · Yavatmalcell 5000001064

distance 0.143 · cross-district

#13 · Hingolicell 4770001378

distance 0.143

#14 · Parbhanicell 4890002211

distance 0.144 · cross-district

#15 · Washimcell 4990001781

distance 0.144 · cross-district

#16 · Hingolicell 4770003818

distance 0.144

#17 · Washimcell 4990000253

distance 0.145 · cross-district

#18 · Hingolicell 4770001951

distance 0.145

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":4770002010}}}'

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.