Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000236

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000204

distance 0.226 · cross-district

#2 · Washimcell 4990002882

distance 0.234 · cross-district

#3 · Yavatmalcell 5000006295

distance 0.243 · cross-district

#4 · Nandedcell 4850003865

distance 0.252 · cross-district

#5 · Yavatmalcell 5000005709

distance 0.254 · cross-district

#6 · Amravaticell 4680005903

distance 0.258 · cross-district

#7 · Washimcell 4990003710

distance 0.258 · cross-district

#8 · Solapurcell 4960007473

distance 0.263 · cross-district

#9 · Nandedcell 4850000230

distance 0.264 · cross-district

#10 · Nashikcell 4870006604

distance 0.265 · cross-district

#11 · Yavatmalcell 5000001003

distance 0.265 · cross-district

#12 · Washimcell 4990003290

distance 0.265 · cross-district

#13 · Solapurcell 4960001549

distance 0.265 · cross-district

#14 · Washimcell 4990002719

distance 0.266 · cross-district

#15 · Nandedcell 4850000573

distance 0.27 · cross-district

#16 · Parbhanicell 4890002310

distance 0.27 · cross-district

#17 · Akolacell 4670004315

distance 0.272 · cross-district

#18 · Hingolicell 4770000021

distance 0.274

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":4770000236}}}'

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.