Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005756

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004967

distance 0.191

#2 · Sanglicell 4930006066

distance 0.215

#3 · Sanglicell 4930004539

distance 0.216

#4 · Sanglicell 4930006330

distance 0.232

#5 · Sanglicell 4930004670

distance 0.236

#6 · Sanglicell 4930005421

distance 0.238

#7 · Sanglicell 4930005463

distance 0.239

#8 · Solapurcell 4960009219

distance 0.239 · cross-district

#9 · Sanglicell 4930005462

distance 0.24

#10 · Solapurcell 4960001746

distance 0.24 · cross-district

#11 · Solapurcell 4960010388

distance 0.245 · cross-district

#12 · Solapurcell 4960000012

distance 0.247 · cross-district

#13 · Sanglicell 4930005197

distance 0.249

#14 · Solapurcell 4960010207

distance 0.251 · cross-district

#15 · Sanglicell 4930005346

distance 0.253

#16 · Sanglicell 4930004059

distance 0.253

#17 · Solapurcell 4960003626

distance 0.255 · cross-district

#18 · Ahmednagarcell 4660003198

distance 0.255 · 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":4930005756}}}'

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.