Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007014

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007006

distance 0.146

#2 · Sanglicell 4930007059

distance 0.171

#3 · Sanglicell 4930005380

distance 0.182

#4 · Sanglicell 4930007013

distance 0.191

#5 · Sanglicell 4930004458

distance 0.2

#6 · Sanglicell 4930007103

distance 0.2

#7 · Sanglicell 4930007007

distance 0.201

#8 · Sataracell 4940008004

distance 0.202 · cross-district

#9 · Sataracell 4940007384

distance 0.202 · cross-district

#10 · Sanglicell 4930004718

distance 0.206

#11 · Sanglicell 4930006791

distance 0.207

#12 · Sanglicell 4930006976

distance 0.208

#13 · Sanglicell 4930007064

distance 0.209

#14 · Sanglicell 4930004275

distance 0.209

#15 · Sataracell 4940007390

distance 0.21 · cross-district

#16 · Sataracell 4940003583

distance 0.21 · cross-district

#17 · Sanglicell 4930004143

distance 0.214

#18 · Sanglicell 4930007042

distance 0.215

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":4930007014}}}'

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.