Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004652

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004373

distance 0.193

#2 · Sanglicell 4930005732

distance 0.211

#3 · Sanglicell 4930005061

distance 0.222

#4 · Nashikcell 4870003132

distance 0.237 · cross-district

#5 · Nashikcell 4870006444

distance 0.24 · cross-district

#6 · Solapurcell 4960003785

distance 0.246 · cross-district

#7 · Nashikcell 4870006149

distance 0.25 · cross-district

#8 · Nashikcell 4870003685

distance 0.25 · cross-district

#9 · Sanglicell 4930006432

distance 0.251

#10 · Nashikcell 4870006291

distance 0.254 · cross-district

#11 · Nashikcell 4870006004

distance 0.255 · cross-district

#12 · Nashikcell 4870004990

distance 0.255 · cross-district

#13 · Nashikcell 4870007774

distance 0.255 · cross-district

#14 · Nashikcell 4870007341

distance 0.256 · cross-district

#15 · Sanglicell 4930001255

distance 0.256

#16 · Solapurcell 4960008917

distance 0.257 · cross-district

#17 · Nashikcell 4870007772

distance 0.26 · cross-district

#18 · Nashikcell 4870007202

distance 0.261 · 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":4930004652}}}'

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.