Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004387

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002770

distance 0.149

#2 · Beedcell 4700004118

distance 0.157 · cross-district

#3 · Nandedcell 4850002771

distance 0.181

#4 · Laturcell 4810000819

distance 0.193 · cross-district

#5 · Laturcell 4810000488

distance 0.205 · cross-district

#6 · Washimcell 4990003010

distance 0.21 · cross-district

#7 · Nandedcell 4850002768

distance 0.211

#8 · Beedcell 4700001041

distance 0.213 · cross-district

#9 · Laturcell 4810001683

distance 0.214 · cross-district

#10 · Laturcell 4810004594

distance 0.216 · cross-district

#11 · Nandedcell 4850005956

distance 0.216

#12 · Nandedcell 4850002719

distance 0.217

#13 · Beedcell 4700007838

distance 0.223 · cross-district

#14 · Solapurcell 4960012599

distance 0.224 · cross-district

#15 · Laturcell 4810005002

distance 0.225 · cross-district

#16 · Laturcell 4810005732

distance 0.225 · cross-district

#17 · Nandedcell 4850002769

distance 0.225

#18 · Parbhanicell 4890000486

distance 0.226 · 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":4850004387}}}'

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.