Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004101

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003965

distance 0.158

#2 · Nandedcell 4850002609

distance 0.165

#3 · Nandedcell 4850001540

distance 0.213

#4 · Parbhanicell 4890000575

distance 0.232 · cross-district

#5 · Ahmednagarcell 4660007215

distance 0.244 · cross-district

#6 · Parbhanicell 4890000896

distance 0.252 · cross-district

#7 · Sanglicell 4930004754

distance 0.253 · cross-district

#8 · Parbhanicell 4890001442

distance 0.255 · cross-district

#9 · Beedcell 4700005301

distance 0.255 · cross-district

#10 · Sanglicell 4930002803

distance 0.255 · cross-district

#11 · Solapurcell 4960002595

distance 0.256 · cross-district

#12 · Beedcell 4700004979

distance 0.259 · cross-district

#13 · Parbhanicell 4890000801

distance 0.261 · cross-district

#14 · Nandedcell 4850002181

distance 0.263

#15 · Buldhanacell 4720003052

distance 0.265 · cross-district

#16 · Parbhanicell 4890000895

distance 0.267 · cross-district

#17 · Solapurcell 4960001700

distance 0.27 · cross-district

#18 · Ahmednagarcell 4660007848

distance 0.27 · 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":4850004101}}}'

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.