Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960012534

The MH-36 locality cells most similar to this Solapur 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005372

distance 0.15 · cross-district

#2 · Beedcell 4700006503

distance 0.167 · cross-district

#3 · Beedcell 4700006502

distance 0.178 · cross-district

#4 · Solapurcell 4960012591

distance 0.195

#5 · Sanglicell 4930001450

distance 0.199 · cross-district

#6 · Sanglicell 4930001582

distance 0.211 · cross-district

#7 · Beedcell 4700005816

distance 0.219 · cross-district

#8 · Nandedcell 4850007314

distance 0.22 · cross-district

#9 · Beedcell 4700001681

distance 0.229 · cross-district

#10 · Beedcell 4700004601

distance 0.23 · cross-district

#11 · Beedcell 4700002632

distance 0.23 · cross-district

#12 · Sanglicell 4930001192

distance 0.233 · cross-district

#13 · Beedcell 4700004583

distance 0.241 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001753

distance 0.241 · cross-district

#15 · Beedcell 4700006238

distance 0.242 · cross-district

#16 · Beedcell 4700006509

distance 0.245 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000551

distance 0.245 · cross-district

#18 · Nandedcell 4850007656

distance 0.246 · 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":496,"cluster_id":4960012534}}}'

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.