Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002390

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001571

distance 0.163

#2 · Kolhapurcell 4800005541

distance 0.181 · cross-district

#3 · Sanglicell 4930001161

distance 0.206

#4 · Sanglicell 4930003926

distance 0.229

#5 · Sanglicell 4930000469

distance 0.229

#6 · Sanglicell 4930001285

distance 0.232

#7 · Kolhapurcell 4800004862

distance 0.236 · cross-district

#8 · Ahmednagarcell 4660005336

distance 0.241 · cross-district

#9 · Solapurcell 4960005470

distance 0.243 · cross-district

#10 · Solapurcell 4960000095

distance 0.247 · cross-district

#11 · Dharashivcell 4880000390

distance 0.248 · cross-district

#12 · Kolhapurcell 4800004675

distance 0.255 · cross-district

#13 · Sanglicell 4930000539

distance 0.258

#14 · Sanglicell 4930002561

distance 0.261

#15 · Beedcell 4700008446

distance 0.263 · cross-district

#16 · Sanglicell 4930000299

distance 0.263

#17 · Chhatrapati Sambhajinagarcell 4690001251

distance 0.266 · cross-district

#18 · Sanglicell 4930004098

distance 0.266

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":4930002390}}}'

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.