Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007831

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007555

distance 0.204

#2 · Nandedcell 4850007176

distance 0.208

#3 · Yavatmalcell 5000000998

distance 0.213 · cross-district

#4 · Nandedcell 4850007799

distance 0.231

#5 · Nandedcell 4850008467

distance 0.236

#6 · Nandedcell 4850006865

distance 0.25

#7 · Nandedcell 4850008564

distance 0.275

#8 · Nagpurcell 4840007051

distance 0.275 · cross-district

#9 · Washimcell 4990001844

distance 0.276 · cross-district

#10 · Beedcell 4700006678

distance 0.276 · cross-district

#11 · Nandedcell 4850008820

distance 0.277

#12 · Nandedcell 4850007772

distance 0.278

#13 · Beedcell 4700008648

distance 0.285 · cross-district

#14 · Nandedcell 4850008798

distance 0.285

#15 · Beedcell 4700007015

distance 0.288 · cross-district

#16 · Nandedcell 4850006874

distance 0.291

#17 · Beedcell 4700008646

distance 0.292 · cross-district

#18 · Beedcell 4700006800

distance 0.292 · 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":4850007831}}}'

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.