Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008716

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007916

distance 0.251 · cross-district

#2 · Nandedcell 4850008896

distance 0.264

#3 · Nagpurcell 4840006536

distance 0.27 · cross-district

#4 · Jalnacell 4790000215

distance 0.28 · cross-district

#5 · Beedcell 4700008678

distance 0.287 · cross-district

#6 · Nandedcell 4850008850

distance 0.288

#7 · Beedcell 4700007733

distance 0.292 · cross-district

#8 · Nandedcell 4850008517

distance 0.293

#9 · Beedcell 4700006521

distance 0.298 · cross-district

#10 · Yavatmalcell 5000000944

distance 0.301 · cross-district

#11 · Beedcell 4700007640

distance 0.301 · cross-district

#12 · Beedcell 4700007245

distance 0.302 · cross-district

#13 · Jalgaoncell 4780000934

distance 0.303 · cross-district

#14 · Amravaticell 4680001477

distance 0.304 · cross-district

#15 · Laturcell 4810005879

distance 0.305 · cross-district

#16 · Jalnacell 4790000073

distance 0.306 · cross-district

#17 · Nandedcell 4850007023

distance 0.306

#18 · Jalgaoncell 4780000932

distance 0.306 · 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":4850008716}}}'

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.