Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007393

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 15 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003069

distance 0.264 · cross-district

#2 · Yavatmalcell 5000005389

distance 0.267 · cross-district

#3 · Akolacell 4670000716

distance 0.281 · cross-district

#4 · Jalgaoncell 4780005784

distance 0.281 · cross-district

#5 · Amravaticell 4680003289

distance 0.291 · cross-district

#6 · Washimcell 4990002543

distance 0.291 · cross-district

#7 · Ahmednagarcell 4660009422

distance 0.293 · cross-district

#8 · Chandrapurcell 4730002971

distance 0.294 · cross-district

#9 · Nagpurcell 4840002719

distance 0.296 · cross-district

#10 · Kolhapurcell 4800004777

distance 0.296 · cross-district

#11 · Solapurcell 4960003210

distance 0.298 · cross-district

#12 · Akolacell 4670003520

distance 0.299 · cross-district

#13 · Parbhanicell 4890004334

distance 0.3 · cross-district

#14 · Beedcell 4700008261

distance 0.301 · cross-district

#15 · Jalgaoncell 4780005927

distance 0.304 · cross-district

#16 · Nandedcell 4850004493

distance 0.305

#17 · Buldhanacell 4720005540

distance 0.305 · cross-district

#18 · Parbhanicell 4890003504

distance 0.305 · 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":4850007393}}}'

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.