Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004337

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005619

distance 0.094

#2 · Sanglicell 4930004619

distance 0.113

#3 · Sanglicell 4930005872

distance 0.117

#4 · Sanglicell 4930004887

distance 0.12

#5 · Solapurcell 4960000426

distance 0.12 · cross-district

#6 · Sanglicell 4930006097

distance 0.122

#7 · Sanglicell 4930005031

distance 0.126

#8 · Solapurcell 4960003572

distance 0.128 · cross-district

#9 · Sanglicell 4930004162

distance 0.132

#10 · Sanglicell 4930004462

distance 0.133

#11 · Sanglicell 4930005620

distance 0.137

#12 · Sanglicell 4930005284

distance 0.138

#13 · Sanglicell 4930004163

distance 0.141

#14 · Solapurcell 4960000627

distance 0.142 · cross-district

#15 · Sanglicell 4930004614

distance 0.145

#16 · Sanglicell 4930004902

distance 0.145

#17 · Solapurcell 4960000763

distance 0.147 · cross-district

#18 · Solapurcell 4960000252

distance 0.151 · 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":4930004337}}}'

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.