Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006595

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

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001530

distance 0.21 · cross-district

#2 · Nandedcell 4850006892

distance 0.23

#3 · Washimcell 4990002936

distance 0.239 · cross-district

#4 · Hingolicell 4770001175

distance 0.265 · cross-district

#5 · Hingolicell 4770001476

distance 0.27 · cross-district

#6 · Nandedcell 4850003923

distance 0.273

#7 · Nandedcell 4850006359

distance 0.281

#8 · Yavatmalcell 5000001285

distance 0.286 · cross-district

#9 · Akolacell 4670000347

distance 0.287 · cross-district

#10 · Chandrapurcell 4730000794

distance 0.287 · cross-district

#11 · Hingolicell 4770001295

distance 0.292 · cross-district

#12 · Hingolicell 4770001584

distance 0.298 · cross-district

#13 · Hingolicell 4770000466

distance 0.298 · cross-district

#14 · Yavatmalcell 5000001890

distance 0.301 · cross-district

#15 · Amravaticell 4680005325

distance 0.302 · cross-district

#16 · Nandedcell 4850006747

distance 0.305

#17 · Yavatmalcell 5000001225

distance 0.31 · cross-district

#18 · Gondiacell 4760000250

distance 0.313 · 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":4850006595}}}'

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.