Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005839

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005748

distance 0.254

#2 · Kolhapurcell 4800000550

distance 0.261 · cross-district

#3 · Nandedcell 4850007013

distance 0.262

#4 · Nandedcell 4850006486

distance 0.276

#5 · Nandedcell 4850006249

distance 0.278

#6 · Nandedcell 4850006246

distance 0.282

#7 · Kolhapurcell 4800003216

distance 0.284 · cross-district

#8 · Sataracell 4940006480

distance 0.286 · cross-district

#9 · Kolhapurcell 4800000800

distance 0.291 · cross-district

#10 · Nandedcell 4850006642

distance 0.293

#11 · Chandrapurcell 4730003297

distance 0.294 · cross-district

#12 · Nandedcell 4850005829

distance 0.294

#13 · Sataracell 4940005939

distance 0.294 · cross-district

#14 · Kolhapurcell 4800002934

distance 0.295 · cross-district

#15 · Kolhapurcell 4800003043

distance 0.297 · cross-district

#16 · Kolhapurcell 4800000763

distance 0.298 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005319

distance 0.301 · cross-district

#18 · Parbhanicell 4890002311

distance 0.303 · 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":4850005839}}}'

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.