Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003963

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000276

distance 0.201 · cross-district

#2 · Parbhanicell 4890000544

distance 0.225 · cross-district

#3 · Nandedcell 4850001680

distance 0.237

#4 · Nandedcell 4850001612

distance 0.262

#5 · Yavatmalcell 5000009386

distance 0.269 · cross-district

#6 · Yavatmalcell 5000007978

distance 0.278 · cross-district

#7 · Nandedcell 4850001265

distance 0.285

#8 · Nandedcell 4850003941

distance 0.285

#9 · Buldhanacell 4720002360

distance 0.289 · cross-district

#10 · Yavatmalcell 5000005035

distance 0.292 · cross-district

#11 · Yavatmalcell 5000007064

distance 0.294 · cross-district

#12 · Beedcell 4700000366

distance 0.295 · cross-district

#13 · Parbhanicell 4890000464

distance 0.297 · cross-district

#14 · Laturcell 4810006137

distance 0.302 · cross-district

#15 · Nandedcell 4850002161

distance 0.303

#16 · Nandedcell 4850001892

distance 0.304

#17 · Nandedcell 4850001149

distance 0.304

#18 · Nandedcell 4850003262

distance 0.308

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":4850003963}}}'

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.