Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000468

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003713

distance 0.306 · cross-district

#2 · Nandedcell 4850001882

distance 0.317 · cross-district

#3 · Sanglicell 4930002883

distance 0.33 · cross-district

#4 · Nandedcell 4850000288

distance 0.336 · cross-district

#5 · Beedcell 4700004962

distance 0.336 · cross-district

#6 · Gondiacell 4760001808

distance 0.338 · cross-district

#7 · Washimcell 4990001010

distance 0.341 · cross-district

#8 · Nandedcell 4850004070

distance 0.344 · cross-district

#9 · Yavatmalcell 5000000686

distance 0.346 · cross-district

#10 · Nagpurcell 4840008431

distance 0.347 · cross-district

#11 · Gondiacell 4760001734

distance 0.347 · cross-district

#12 · Nashikcell 4870008182

distance 0.349 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002093

distance 0.349 · cross-district

#14 · Washimcell 4990000924

distance 0.349 · cross-district

#15 · Nandedcell 4850000751

distance 0.351 · cross-district

#16 · Chandrapurcell 4730003230

distance 0.352 · cross-district

#17 · Chandrapurcell 4730003060

distance 0.356 · cross-district

#18 · Nandedcell 4850007049

distance 0.356 · 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":4770000468}}}'

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.