Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003891

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004110

distance 0.128

#2 · Nandedcell 4850004258

distance 0.147

#3 · Hingolicell 4770000213

distance 0.17 · cross-district

#4 · Beedcell 4700005311

distance 0.172 · cross-district

#5 · Nandedcell 4850001751

distance 0.186

#6 · Yavatmalcell 5000003616

distance 0.193 · cross-district

#7 · Nandedcell 4850003006

distance 0.195

#8 · Washimcell 4990002548

distance 0.2 · cross-district

#9 · Laturcell 4810001324

distance 0.203 · cross-district

#10 · Laturcell 4810000606

distance 0.205 · cross-district

#11 · Laturcell 4810000974

distance 0.206 · cross-district

#12 · Jalgaoncell 4780003482

distance 0.206 · cross-district

#13 · Washimcell 4990003293

distance 0.21 · cross-district

#14 · Yavatmalcell 5000009727

distance 0.211 · cross-district

#15 · Washimcell 4990002491

distance 0.212 · cross-district

#16 · Yavatmalcell 5000003097

distance 0.213 · cross-district

#17 · Nandedcell 4850004179

distance 0.213

#18 · Beedcell 4700007893

distance 0.213 · 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":4850003891}}}'

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.