Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003996

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000465

distance 0.169 · cross-district

#2 · Beedcell 4700000188

distance 0.173 · cross-district

#3 · Washimcell 4990001193

distance 0.184 · cross-district

#4 · Washimcell 4990001657

distance 0.184 · cross-district

#5 · Hingolicell 4770000067

distance 0.188

#6 · Hingolicell 4770003976

distance 0.19

#7 · Washimcell 4990001936

distance 0.195 · cross-district

#8 · Washimcell 4990001485

distance 0.197 · cross-district

#9 · Dharashivcell 4880000794

distance 0.198 · cross-district

#10 · Nandedcell 4850000162

distance 0.2 · cross-district

#11 · Washimcell 4990002812

distance 0.204 · cross-district

#12 · Nandedcell 4850000165

distance 0.205 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001591

distance 0.205 · cross-district

#14 · Hingolicell 4770001702

distance 0.206

#15 · Washimcell 4990002847

distance 0.206 · cross-district

#16 · Nandedcell 4850001719

distance 0.21 · cross-district

#17 · Washimcell 4990000819

distance 0.212 · cross-district

#18 · Beedcell 4700003763

distance 0.212 · 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":4770003996}}}'

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.