Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006676

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000398

distance 0.253 · cross-district

#2 · Buldhanacell 4720003707

distance 0.27 · cross-district

#3 · Yavatmalcell 5000001214

distance 0.274 · cross-district

#4 · Nandedcell 4850002132

distance 0.289

#5 · Hingolicell 4770000727

distance 0.291 · cross-district

#6 · Yavatmalcell 5000000665

distance 0.295 · cross-district

#7 · Nandedcell 4850001597

distance 0.297

#8 · Washimcell 4990001506

distance 0.302 · cross-district

#9 · Beedcell 4700001052

distance 0.305 · cross-district

#10 · Nandedcell 4850002290

distance 0.306

#11 · Nandedcell 4850007689

distance 0.306

#12 · Beedcell 4700001025

distance 0.307 · cross-district

#13 · Yavatmalcell 5000006408

distance 0.312 · cross-district

#14 · Chandrapurcell 4730003862

distance 0.313 · cross-district

#15 · Yavatmalcell 5000003608

distance 0.315 · cross-district

#16 · Akolacell 4670002167

distance 0.32 · cross-district

#17 · Nandedcell 4850003222

distance 0.32

#18 · Yavatmalcell 5000003954

distance 0.321 · 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":4850006676}}}'

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.