Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003503

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005985

distance 0.193 · cross-district

#2 · Solapurcell 4960000150

distance 0.198 · cross-district

#3 · Beedcell 4700001526

distance 0.204 · cross-district

#4 · Solapurcell 4960000021

distance 0.209 · cross-district

#5 · Sanglicell 4930001795

distance 0.211

#6 · Solapurcell 4960000060

distance 0.214 · cross-district

#7 · Sanglicell 4930004749

distance 0.217

#8 · Sanglicell 4930002431

distance 0.217

#9 · Sanglicell 4930001468

distance 0.219

#10 · Sanglicell 4930004609

distance 0.221

#11 · Sanglicell 4930004467

distance 0.224

#12 · Sanglicell 4930001640

distance 0.227

#13 · Sanglicell 4930002957

distance 0.229

#14 · Sanglicell 4930002298

distance 0.23

#15 · Solapurcell 4960000622

distance 0.231 · cross-district

#16 · Sanglicell 4930003326

distance 0.232

#17 · Sanglicell 4930001636

distance 0.232

#18 · Dharashivcell 4880002084

distance 0.234 · 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":493,"cluster_id":4930003503}}}'

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.