Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000717

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000651

distance 0.146

#2 · Washimcell 4990001189

distance 0.161 · cross-district

#3 · Hingolicell 4770003951

distance 0.19

#4 · Nandedcell 4850000356

distance 0.194 · cross-district

#5 · Hingolicell 4770001719

distance 0.205

#6 · Hingolicell 4770000280

distance 0.205

#7 · Hingolicell 4770001441

distance 0.205

#8 · Washimcell 4990000397

distance 0.206 · cross-district

#9 · Hingolicell 4770001702

distance 0.207

#10 · Washimcell 4990000836

distance 0.209 · cross-district

#11 · Yavatmalcell 5000003271

distance 0.21 · cross-district

#12 · Yavatmalcell 5000002363

distance 0.211 · cross-district

#13 · Yavatmalcell 5000001891

distance 0.217 · cross-district

#14 · Nandedcell 4850008086

distance 0.218 · cross-district

#15 · Hingolicell 4770003840

distance 0.219

#16 · Yavatmalcell 5000000986

distance 0.22 · cross-district

#17 · Parbhanicell 4890003121

distance 0.224 · cross-district

#18 · Washimcell 4990002304

distance 0.227 · 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":4770000717}}}'

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.