Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003530

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 1 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002335

distance 0.111

#2 · Sanglicell 4930000681

distance 0.122

#3 · Sanglicell 4930003007

distance 0.139

#4 · Sanglicell 4930001990

distance 0.141

#5 · Sanglicell 4930002668

distance 0.147

#6 · Sanglicell 4930001504

distance 0.147

#7 · Sanglicell 4930000899

distance 0.15

#8 · Sanglicell 4930000896

distance 0.155

#9 · Sanglicell 4930000786

distance 0.16

#10 · Sanglicell 4930003179

distance 0.164

#11 · Sanglicell 4930001236

distance 0.175

#12 · Sanglicell 4930001659

distance 0.179

#13 · Sanglicell 4930001999

distance 0.188

#14 · Sanglicell 4930001234

distance 0.188

#15 · Sanglicell 4930001013

distance 0.191

#16 · Sanglicell 4930002338

distance 0.192

#17 · Sanglicell 4930002506

distance 0.193

#18 · Sanglicell 4930000785

distance 0.194

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":4930003530}}}'

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.