Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007525

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001105

distance 0.218 · cross-district

#2 · Nandedcell 4850003478

distance 0.249

#3 · Yavatmalcell 5000002148

distance 0.269 · cross-district

#4 · Washimcell 4990003349

distance 0.278 · cross-district

#5 · Hingolicell 4770000021

distance 0.282 · cross-district

#6 · Hingolicell 4770001614

distance 0.285 · cross-district

#7 · Nandedcell 4850000806

distance 0.298

#8 · Hingolicell 4770003762

distance 0.305 · cross-district

#9 · Hingolicell 4770000067

distance 0.305 · cross-district

#10 · Nandedcell 4850001418

distance 0.307

#11 · Dharashivcell 4880000791

distance 0.307 · cross-district

#12 · Nandedcell 4850003792

distance 0.309

#13 · Washimcell 4990001413

distance 0.315 · cross-district

#14 · Chandrapurcell 4730000580

distance 0.317 · cross-district

#15 · Dharashivcell 4880000250

distance 0.321 · cross-district

#16 · Washimcell 4990002887

distance 0.322 · cross-district

#17 · Buldhanacell 4720004726

distance 0.324 · cross-district

#18 · Hingolicell 4770001558

distance 0.324 · 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":4850007525}}}'

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.