Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001136

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001361

distance 0.127

#2 · Hingolicell 4770001076

distance 0.14

#3 · Hingolicell 4770001014

distance 0.148

#4 · Hingolicell 4770001697

distance 0.151

#5 · Hingolicell 4770001302

distance 0.164

#6 · Yavatmalcell 5000001282

distance 0.176 · cross-district

#7 · Hingolicell 4770001642

distance 0.177

#8 · Hingolicell 4770001009

distance 0.179

#9 · Washimcell 4990002650

distance 0.184 · cross-district

#10 · Hingolicell 4770001316

distance 0.188

#11 · Yavatmalcell 5000001788

distance 0.191 · cross-district

#12 · Hingolicell 4770001528

distance 0.192

#13 · Yavatmalcell 5000001628

distance 0.192 · cross-district

#14 · Washimcell 4990002653

distance 0.192 · cross-district

#15 · Hingolicell 4770001362

distance 0.195

#16 · Hingolicell 4770001554

distance 0.196

#17 · Yavatmalcell 5000001065

distance 0.197 · cross-district

#18 · Washimcell 4990002649

distance 0.197 · 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":4770001136}}}'

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.