Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001944

The MH-36 locality cells most similar to this Nanded 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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002753

distance 0.232

#2 · Washimcell 4990004205

distance 0.24 · cross-district

#3 · Nandedcell 4850004461

distance 0.245

#4 · Laturcell 4810003121

distance 0.262 · cross-district

#5 · Nandedcell 4850001298

distance 0.271

#6 · Nandedcell 4850002033

distance 0.272

#7 · Akolacell 4670000592

distance 0.273 · cross-district

#8 · Kolhapurcell 4800004163

distance 0.274 · cross-district

#9 · Jalgaoncell 4780003303

distance 0.275 · cross-district

#10 · Ahmednagarcell 4660009399

distance 0.283 · cross-district

#11 · Akolacell 4670001504

distance 0.283 · cross-district

#12 · Laturcell 4810002869

distance 0.286 · cross-district

#13 · Hingolicell 4770000286

distance 0.287 · cross-district

#14 · Beedcell 4700001154

distance 0.287 · cross-district

#15 · Gondiacell 4760001694

distance 0.287 · cross-district

#16 · Laturcell 4810004238

distance 0.287 · cross-district

#17 · Akolacell 4670001516

distance 0.29 · cross-district

#18 · Amravaticell 4680003081

distance 0.291 · 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":485,"cluster_id":4850001944}}}'

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.