Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005798

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

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005880

distance 0.103

#2 · Kolhapurcell 4800005475

distance 0.162 · cross-district

#3 · Sanglicell 4930005960

distance 0.178

#4 · Sanglicell 4930006452

distance 0.179

#5 · Sanglicell 4930006176

distance 0.18

#6 · Sanglicell 4930005797

distance 0.185

#7 · Sataracell 4940005500

distance 0.195 · cross-district

#8 · Sanglicell 4930005958

distance 0.196

#9 · Sanglicell 4930000902

distance 0.2

#10 · Sanglicell 4930006251

distance 0.202

#11 · Nashikcell 4870002874

distance 0.203 · cross-district

#12 · Sanglicell 4930006363

distance 0.204

#13 · Sanglicell 4930005887

distance 0.205

#14 · Sataracell 4940001018

distance 0.207 · cross-district

#15 · Punecell 4900003621

distance 0.208 · cross-district

#16 · Sanglicell 4930001007

distance 0.209

#17 · Punecell 4900002490

distance 0.21 · cross-district

#18 · Sataracell 4940002686

distance 0.21 · 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":4930005798}}}'

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.