Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002017

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003210

distance 0.161

#2 · Sanglicell 4930002180

distance 0.171

#3 · Sanglicell 4930000701

distance 0.174

#4 · Sanglicell 4930002532

distance 0.175

#5 · Sanglicell 4930000627

distance 0.176

#6 · Sanglicell 4930000919

distance 0.178

#7 · Sanglicell 4930001272

distance 0.184

#8 · Sanglicell 4930001155

distance 0.185

#9 · Sanglicell 4930000825

distance 0.198

#10 · Sanglicell 4930000720

distance 0.2

#11 · Sanglicell 4930003911

distance 0.201

#12 · Sanglicell 4930001687

distance 0.202

#13 · Kolhapurcell 4800005905

distance 0.204 · cross-district

#14 · Sanglicell 4930003573

distance 0.205

#15 · Sanglicell 4930000808

distance 0.21

#16 · Sanglicell 4930001746

distance 0.21

#17 · Sanglicell 4930000923

distance 0.21

#18 · Beedcell 4700002180

distance 0.213 · 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":4930002017}}}'

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.