Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004128

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004859

distance 0.172

#2 · Punecell 4900002213

distance 0.208 · cross-district

#3 · Dharashivcell 4880005421

distance 0.213 · cross-district

#4 · Beedcell 4700001730

distance 0.216 · cross-district

#5 · Beedcell 4700002783

distance 0.224 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000797

distance 0.227 · cross-district

#7 · Punecell 4900002059

distance 0.23 · cross-district

#8 · Sanglicell 4930004687

distance 0.237

#9 · Solapurcell 4960012582

distance 0.241 · cross-district

#10 · Sanglicell 4930003104

distance 0.242

#11 · Punecell 4900001625

distance 0.251 · cross-district

#12 · Dharashivcell 4880003788

distance 0.251 · cross-district

#13 · Punecell 4900002055

distance 0.251 · cross-district

#14 · Beedcell 4700004233

distance 0.252 · cross-district

#15 · Buldhanacell 4720000784

distance 0.26 · cross-district

#16 · Beedcell 4700004722

distance 0.265 · cross-district

#17 · Solapurcell 4960011196

distance 0.265 · cross-district

#18 · Sanglicell 4930003805

distance 0.269

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":493,"cluster_id":4930004128}}}'

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.