Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002228

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003432

distance 0.152

#2 · Solapurcell 4960012673

distance 0.188 · cross-district

#3 · Sanglicell 4930000189

distance 0.198

#4 · Sanglicell 4930002236

distance 0.202

#5 · Sanglicell 4930002242

distance 0.209

#6 · Solapurcell 4960012414

distance 0.211 · cross-district

#7 · Ahmednagarcell 4660009401

distance 0.214 · cross-district

#8 · Beedcell 4700008636

distance 0.228 · cross-district

#9 · Sanglicell 4930004265

distance 0.229

#10 · Ahmednagarcell 4660001382

distance 0.234 · cross-district

#11 · Sanglicell 4930002031

distance 0.236

#12 · Beedcell 4700007506

distance 0.236 · cross-district

#13 · Solapurcell 4960000868

distance 0.242 · cross-district

#14 · Solapurcell 4960000258

distance 0.243 · cross-district

#15 · Nashikcell 4870007078

distance 0.248 · cross-district

#16 · Solapurcell 4960005074

distance 0.25 · cross-district

#17 · Sanglicell 4930000528

distance 0.251

#18 · Ahmednagarcell 4660012324

distance 0.252 · 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":4930002228}}}'

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.