Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004635

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000235

distance 0.136 · cross-district

#2 · Sataracell 4940000654

distance 0.158 · cross-district

#3 · Sataracell 4940000278

distance 0.159 · cross-district

#4 · Sanglicell 4930004493

distance 0.16

#5 · Sataracell 4940000599

distance 0.167 · cross-district

#6 · Sanglicell 4930004494

distance 0.195

#7 · Sanglicell 4930004791

distance 0.204

#8 · Sataracell 4940000193

distance 0.216 · cross-district

#9 · Sanglicell 4930004796

distance 0.219

#10 · Sataracell 4940001244

distance 0.219 · cross-district

#11 · Sataracell 4940000542

distance 0.222 · cross-district

#12 · Sanglicell 4930005192

distance 0.231

#13 · Kolhapurcell 4800005633

distance 0.231 · cross-district

#14 · Sanglicell 4930004347

distance 0.235

#15 · Kolhapurcell 4800005303

distance 0.238 · cross-district

#16 · Sanglicell 4930005633

distance 0.24

#17 · Solapurcell 4960011400

distance 0.24 · cross-district

#18 · Kolhapurcell 4800005125

distance 0.241 · 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":4930004635}}}'

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.