Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002242

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.089

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002791

distance 0.089

#2 · Nandedcell 4850001913

distance 0.182

#3 · Beedcell 4700002445

distance 0.189 · cross-district

#4 · Nandedcell 4850001847

distance 0.19

#5 · Laturcell 4810006021

distance 0.19 · cross-district

#6 · Nandedcell 4850003169

distance 0.198

#7 · Nandedcell 4850003073

distance 0.201

#8 · Parbhanicell 4890000289

distance 0.202 · cross-district

#9 · Nandedcell 4850000935

distance 0.203

#10 · Beedcell 4700001219

distance 0.204 · cross-district

#11 · Parbhanicell 4890000559

distance 0.206 · cross-district

#12 · Nandedcell 4850002975

distance 0.207

#13 · Parbhanicell 4890000613

distance 0.21 · cross-district

#14 · Nandedcell 4850002611

distance 0.21

#15 · Laturcell 4810005432

distance 0.211 · cross-district

#16 · Nandedcell 4850001213

distance 0.219

#17 · Beedcell 4700000833

distance 0.223 · cross-district

#18 · Parbhanicell 4890000838

distance 0.223 · 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":4850002242}}}'

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.