Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005132

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

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004729

distance 0.133

#2 · Beedcell 4700005867

distance 0.211 · cross-district

#3 · Solapurcell 4960001676

distance 0.214 · cross-district

#4 · Solapurcell 4960009864

distance 0.232 · cross-district

#5 · Sanglicell 4930004287

distance 0.233

#6 · Sanglicell 4930004720

distance 0.235

#7 · Sanglicell 4930004579

distance 0.236

#8 · Sanglicell 4930002250

distance 0.236

#9 · Solapurcell 4960000802

distance 0.24 · cross-district

#10 · Solapurcell 4960000796

distance 0.241 · cross-district

#11 · Solapurcell 4960000723

distance 0.244 · cross-district

#12 · Solapurcell 4960001326

distance 0.249 · cross-district

#13 · Dharashivcell 4880001012

distance 0.25 · cross-district

#14 · Sanglicell 4930005004

distance 0.255

#15 · Solapurcell 4960009826

distance 0.258 · cross-district

#16 · Dharashivcell 4880001547

distance 0.26 · cross-district

#17 · Solapurcell 4960000578

distance 0.263 · cross-district

#18 · Dharashivcell 4880001104

distance 0.264 · 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":4930005132}}}'

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.