Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000566

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000191

distance 0.177

#2 · Nandedcell 4850008020

distance 0.179 · cross-district

#3 · Hingolicell 4770000508

distance 0.193

#4 · Yavatmalcell 5000002259

distance 0.202 · cross-district

#5 · Nandedcell 4850002212

distance 0.211 · cross-district

#6 · Hingolicell 4770003551

distance 0.212

#7 · Yavatmalcell 5000004511

distance 0.214 · cross-district

#8 · Yavatmalcell 5000002381

distance 0.214 · cross-district

#9 · Hingolicell 4770001015

distance 0.215

#10 · Washimcell 4990001484

distance 0.219 · cross-district

#11 · Hingolicell 4770001702

distance 0.22

#12 · Chandrapurcell 4730003596

distance 0.222 · cross-district

#13 · Hingolicell 4770002137

distance 0.223

#14 · Yavatmalcell 5000002338

distance 0.223 · cross-district

#15 · Yavatmalcell 5000002239

distance 0.223 · cross-district

#16 · Hingolicell 4770003976

distance 0.226

#17 · Washimcell 4990002812

distance 0.226 · cross-district

#18 · Washimcell 4990000461

distance 0.226 · 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":4770000566}}}'

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.