Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002588

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003818

distance 0.22

#2 · Jalnacell 4790003555

distance 0.222 · cross-district

#3 · Beedcell 4700000257

distance 0.229 · cross-district

#4 · Beedcell 4700000677

distance 0.236 · cross-district

#5 · Jalnacell 4790002618

distance 0.24 · cross-district

#6 · Beedcell 4700000473

distance 0.241 · cross-district

#7 · Yavatmalcell 5000005998

distance 0.244 · cross-district

#8 · Jalnacell 4790003043

distance 0.244 · cross-district

#9 · Buldhanacell 4720002283

distance 0.245 · cross-district

#10 · Parbhanicell 4890002989

distance 0.248 · cross-district

#11 · Nandedcell 4850000870

distance 0.249

#12 · Dharashivcell 4880000001

distance 0.25 · cross-district

#13 · Dharashivcell 4880002244

distance 0.25 · cross-district

#14 · Parbhanicell 4890001673

distance 0.253 · cross-district

#15 · Jalnacell 4790003062

distance 0.253 · cross-district

#16 · Sanglicell 4930002416

distance 0.254 · cross-district

#17 · Beedcell 4700007825

distance 0.255 · cross-district

#18 · Nashikcell 4870008247

distance 0.255 · 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":4850002588}}}'

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.