Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001596

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000719

distance 0.191

#2 · Washimcell 4990002793

distance 0.193 · cross-district

#3 · Hingolicell 4770000822

distance 0.199

#4 · Washimcell 4990000401

distance 0.2 · cross-district

#5 · Hingolicell 4770001140

distance 0.208

#6 · Nandedcell 4850000132

distance 0.213 · cross-district

#7 · Yavatmalcell 5000001172

distance 0.214 · cross-district

#8 · Amravaticell 4680010361

distance 0.215 · cross-district

#9 · Akolacell 4670000319

distance 0.215 · cross-district

#10 · Hingolicell 4770002204

distance 0.218

#11 · Washimcell 4990002807

distance 0.22 · cross-district

#12 · Washimcell 4990002315

distance 0.22 · cross-district

#13 · Yavatmalcell 5000001067

distance 0.225 · cross-district

#14 · Nandedcell 4850006964

distance 0.225 · cross-district

#15 · Yavatmalcell 5000003419

distance 0.226 · cross-district

#16 · Hingolicell 4770003723

distance 0.227

#17 · Hingolicell 4770000898

distance 0.229

#18 · Solapurcell 4960004940

distance 0.233 · 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":4770001596}}}'

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.