Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005030

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005155

distance 0.103

#2 · Sanglicell 4930005392

distance 0.116

#3 · Sanglicell 4930004907

distance 0.117

#4 · Solapurcell 4960000686

distance 0.122 · cross-district

#5 · Solapurcell 4960000558

distance 0.131 · cross-district

#6 · Solapurcell 4960000363

distance 0.133 · cross-district

#7 · Solapurcell 4960000499

distance 0.14 · cross-district

#8 · Sanglicell 4930006022

distance 0.143

#9 · Solapurcell 4960000489

distance 0.145 · cross-district

#10 · Solapurcell 4960000487

distance 0.148 · cross-district

#11 · Solapurcell 4960000486

distance 0.148 · cross-district

#12 · Sanglicell 4930005270

distance 0.15

#13 · Sanglicell 4930002467

distance 0.153

#14 · Sanglicell 4930003327

distance 0.162

#15 · Sanglicell 4930003129

distance 0.162

#16 · Sanglicell 4930004466

distance 0.162

#17 · Beedcell 4700007600

distance 0.163 · cross-district

#18 · Sanglicell 4930002306

distance 0.164

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":4930005030}}}'

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.