Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008871

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008339

distance 0.244

#2 · Yavatmalcell 5000001160

distance 0.25 · cross-district

#3 · Washimcell 4990003328

distance 0.275 · cross-district

#4 · Beedcell 4700004741

distance 0.281 · cross-district

#5 · Nandedcell 4850006361

distance 0.287

#6 · Beedcell 4700005523

distance 0.29 · cross-district

#7 · Beedcell 4700005235

distance 0.293 · cross-district

#8 · Nandedcell 4850006359

distance 0.304

#9 · Nandedcell 4850006446

distance 0.308

#10 · Beedcell 4700004410

distance 0.308 · cross-district

#11 · Washimcell 4990002660

distance 0.312 · cross-district

#12 · Beedcell 4700005063

distance 0.314 · cross-district

#13 · Hingolicell 4770002071

distance 0.315 · cross-district

#14 · Nandedcell 4850006629

distance 0.315

#15 · Yavatmalcell 5000001452

distance 0.316 · cross-district

#16 · Nandedcell 4850005429

distance 0.318

#17 · Yavatmalcell 5000000556

distance 0.319 · cross-district

#18 · Hingolicell 4770001064

distance 0.319 · 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":4850008871}}}'

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.