Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000390

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000503

distance 0.091

#2 · Hingolicell 4770000448

distance 0.096

#3 · Hingolicell 4770000516

distance 0.123

#4 · Hingolicell 4770000451

distance 0.138

#5 · Yavatmalcell 5000001895

distance 0.148 · cross-district

#6 · Hingolicell 4770000449

distance 0.152

#7 · Washimcell 4990000600

distance 0.152 · cross-district

#8 · Hingolicell 4770000490

distance 0.152

#9 · Hingolicell 4770000659

distance 0.153

#10 · Washimcell 4990001962

distance 0.156 · cross-district

#11 · Washimcell 4990000673

distance 0.157 · cross-district

#12 · Hingolicell 4770000085

distance 0.157

#13 · Nandedcell 4850007461

distance 0.164 · cross-district

#14 · Yavatmalcell 5000002120

distance 0.165 · cross-district

#15 · Hingolicell 4770001662

distance 0.17

#16 · Beedcell 4700008456

distance 0.172 · cross-district

#17 · Hingolicell 4770000703

distance 0.172

#18 · Yavatmalcell 5000002254

distance 0.176 · 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":4770000390}}}'

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.