Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004334

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000681

distance 0.101 · cross-district

#2 · Sanglicell 4930005703

distance 0.101

#3 · Solapurcell 4960000831

distance 0.107 · cross-district

#4 · Solapurcell 4960000751

distance 0.111 · cross-district

#5 · Solapurcell 4960000838

distance 0.122 · cross-district

#6 · Sanglicell 4930003489

distance 0.132

#7 · Sanglicell 4930004168

distance 0.14

#8 · Solapurcell 4960000828

distance 0.14 · cross-district

#9 · Solapurcell 4960000197

distance 0.143 · cross-district

#10 · Solapurcell 4960001009

distance 0.146 · cross-district

#11 · Solapurcell 4960000750

distance 0.146 · cross-district

#12 · Sanglicell 4930004757

distance 0.146

#13 · Solapurcell 4960001011

distance 0.149 · cross-district

#14 · Sanglicell 4930005282

distance 0.149

#15 · Sanglicell 4930005604

distance 0.152

#16 · Sanglicell 4930003138

distance 0.153

#17 · Solapurcell 4960000434

distance 0.154 · cross-district

#18 · Sanglicell 4930005402

distance 0.154

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":4930004334}}}'

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.