Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002513

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002176

distance 0.139

#2 · Sanglicell 4930002344

distance 0.173

#3 · Sanglicell 4930001520

distance 0.175

#4 · Sanglicell 4930003007

distance 0.178

#5 · Sanglicell 4930002680

distance 0.184

#6 · Sanglicell 4930003021

distance 0.206

#7 · Sanglicell 4930002335

distance 0.213

#8 · Sanglicell 4930001013

distance 0.216

#9 · Sanglicell 4930001127

distance 0.222

#10 · Sanglicell 4930001372

distance 0.222

#11 · Sanglicell 4930001123

distance 0.226

#12 · Sanglicell 4930002506

distance 0.228

#13 · Sanglicell 4930003551

distance 0.234

#14 · Sanglicell 4930003009

distance 0.236

#15 · Sanglicell 4930003008

distance 0.245

#16 · Sanglicell 4930002332

distance 0.247

#17 · Sanglicell 4930002007

distance 0.25

#18 · Sanglicell 4930003012

distance 0.257

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":4930002513}}}'

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.