Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003254

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003504

distance 0.167

#2 · Nandedcell 4850003250

distance 0.213

#3 · Parbhanicell 4890000055

distance 0.219 · cross-district

#4 · Nandedcell 4850001457

distance 0.223

#5 · Parbhanicell 4890000488

distance 0.24 · cross-district

#6 · Laturcell 4810005621

distance 0.242 · cross-district

#7 · Nandedcell 4850003257

distance 0.248

#8 · Nandedcell 4850002515

distance 0.255

#9 · Laturcell 4810006027

distance 0.257 · cross-district

#10 · Laturcell 4810006029

distance 0.258 · cross-district

#11 · Laturcell 4810005942

distance 0.26 · cross-district

#12 · Parbhanicell 4890000306

distance 0.263 · cross-district

#13 · Nandedcell 4850001383

distance 0.265

#14 · Parbhanicell 4890000265

distance 0.266 · cross-district

#15 · Laturcell 4810005862

distance 0.266 · cross-district

#16 · Parbhanicell 4890000375

distance 0.268 · cross-district

#17 · Parbhanicell 4890001128

distance 0.268 · cross-district

#18 · Nandedcell 4850001456

distance 0.271

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":4850003254}}}'

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.