Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000019

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

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000663

distance 0.226 · cross-district

#2 · Kolhapurcell 4800003615

distance 0.236 · cross-district

#3 · Beedcell 4700004624

distance 0.244 · cross-district

#4 · Dharashivcell 4880004918

distance 0.252 · cross-district

#5 · Ahmednagarcell 4660002129

distance 0.255 · cross-district

#6 · Dharashivcell 4880000312

distance 0.257 · cross-district

#7 · Chandrapurcell 4730000665

distance 0.263 · cross-district

#8 · Buldhanacell 4720003489

distance 0.273 · cross-district

#9 · Beedcell 4700003451

distance 0.278 · cross-district

#10 · Beedcell 4700005387

distance 0.283 · cross-district

#11 · Beedcell 4700009046

distance 0.287 · cross-district

#12 · Dharashivcell 4880000746

distance 0.288 · cross-district

#13 · Punecell 4900003488

distance 0.288 · cross-district

#14 · Beedcell 4700005419

distance 0.292 · cross-district

#15 · Nandedcell 4850000030

distance 0.293

#16 · Beedcell 4700006258

distance 0.294 · cross-district

#17 · Dharashivcell 4880000740

distance 0.295 · cross-district

#18 · Beedcell 4700006355

distance 0.297 · 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":4850000019}}}'

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.