Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004334

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004263

distance 0.145

#2 · Nandedcell 4850002711

distance 0.258

#3 · Nandedcell 4850004403

distance 0.258

#4 · Beedcell 4700008244

distance 0.274 · cross-district

#5 · Jalgaoncell 4780005581

distance 0.276 · cross-district

#6 · Nandedcell 4850004469

distance 0.282

#7 · Nandedcell 4850000908

distance 0.303

#8 · Nandedcell 4850003057

distance 0.306

#9 · Beedcell 4700005263

distance 0.306 · cross-district

#10 · Nandedcell 4850000557

distance 0.313

#11 · Jalnacell 4790004282

distance 0.32 · cross-district

#12 · Jalnacell 4790003881

distance 0.325 · cross-district

#13 · Nandedcell 4850003591

distance 0.326

#14 · Beedcell 4700000985

distance 0.328 · cross-district

#15 · Beedcell 4700007821

distance 0.328 · cross-district

#16 · Parbhanicell 4890002259

distance 0.328 · cross-district

#17 · Nandedcell 4850004328

distance 0.328

#18 · Yavatmalcell 5000000443

distance 0.329 · 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":4850004334}}}'

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.