Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001385

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002980

distance 0.175

#2 · Parbhanicell 4890001199

distance 0.19 · cross-district

#3 · Nandedcell 4850001854

distance 0.218

#4 · Nandedcell 4850001678

distance 0.219

#5 · Laturcell 4810005964

distance 0.222 · cross-district

#6 · Dharashivcell 4880002884

distance 0.231 · cross-district

#7 · Nandedcell 4850003589

distance 0.237

#8 · Nandedcell 4850003153

distance 0.239

#9 · Nandedcell 4850002786

distance 0.239

#10 · Laturcell 4810001853

distance 0.247 · cross-district

#11 · Dharashivcell 4880004965

distance 0.25 · cross-district

#12 · Dharashivcell 4880005258

distance 0.256 · cross-district

#13 · Nandedcell 4850001700

distance 0.257

#14 · Nandedcell 4850001910

distance 0.257

#15 · Laturcell 4810005967

distance 0.26 · cross-district

#16 · Nandedcell 4850001339

distance 0.26

#17 · Nandedcell 4850001265

distance 0.264

#18 · Beedcell 4700008576

distance 0.266 · 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":4850001385}}}'

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.