Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004204

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001384

distance 0.194

#2 · Sataracell 4940000835

distance 0.198 · cross-district

#3 · Sanglicell 4930004507

distance 0.2

#4 · Sanglicell 4930004498

distance 0.212

#5 · Sataracell 4940000119

distance 0.213 · cross-district

#6 · Sanglicell 4930004200

distance 0.226

#7 · Sataracell 4940000326

distance 0.235 · cross-district

#8 · Sanglicell 4930004924

distance 0.236

#9 · Sanglicell 4930001380

distance 0.236

#10 · Ahmednagarcell 4660013653

distance 0.236 · cross-district

#11 · Sanglicell 4930003368

distance 0.236

#12 · Sanglicell 4930001016

distance 0.246

#13 · Sanglicell 4930001526

distance 0.247

#14 · Sanglicell 4930004190

distance 0.247

#15 · Sataracell 4940000081

distance 0.249 · cross-district

#16 · Ahmednagarcell 4660013652

distance 0.254 · cross-district

#17 · Sanglicell 4930004361

distance 0.255

#18 · Sanglicell 4930002167

distance 0.256

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":4930004204}}}'

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.