Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008325

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005819

distance 0.264

#2 · Hingolicell 4770001121

distance 0.268 · cross-district

#3 · Nandedcell 4850007605

distance 0.272

#4 · Beedcell 4700008674

distance 0.276 · cross-district

#5 · Chandrapurcell 4730001656

distance 0.291 · cross-district

#6 · Nandedcell 4850007915

distance 0.292

#7 · Nandedcell 4850007107

distance 0.303

#8 · Nandedcell 4850007606

distance 0.304

#9 · Yavatmalcell 5000001048

distance 0.308 · cross-district

#10 · Washimcell 4990003065

distance 0.311 · cross-district

#11 · Beedcell 4700008892

distance 0.312 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001832

distance 0.316 · cross-district

#13 · Beedcell 4700005401

distance 0.317 · cross-district

#14 · Parbhanicell 4890000403

distance 0.318 · cross-district

#15 · Jalgaoncell 4780007805

distance 0.322 · cross-district

#16 · Nandedcell 4850007495

distance 0.325

#17 · Yavatmalcell 5000001518

distance 0.328 · cross-district

#18 · Yavatmalcell 5000000619

distance 0.331 · 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":4850008325}}}'

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.