Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004038

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004108

distance 0.12

#2 · Nandedcell 4850004538

distance 0.127

#3 · Nandedcell 4850004037

distance 0.141

#4 · Nandedcell 4850004180

distance 0.148

#5 · Nashikcell 4870006072

distance 0.175 · cross-district

#6 · Beedcell 4700008252

distance 0.177 · cross-district

#7 · Beedcell 4700007899

distance 0.19 · cross-district

#8 · Nandedcell 4850004107

distance 0.198

#9 · Parbhanicell 4890000828

distance 0.198 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690005474

distance 0.204 · cross-district

#11 · Nandedcell 4850001232

distance 0.204

#12 · Yavatmalcell 5000006132

distance 0.204 · cross-district

#13 · Washimcell 4990001645

distance 0.206 · cross-district

#14 · Nandedcell 4850001482

distance 0.206

#15 · Jalnacell 4790000157

distance 0.207 · cross-district

#16 · Beedcell 4700004639

distance 0.207 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005381

distance 0.209 · cross-district

#18 · Parbhanicell 4890001075

distance 0.21 · 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":4850004038}}}'

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.