Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004939

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004940

distance 0.133

#2 · Sanglicell 4930005532

distance 0.139

#3 · Sanglicell 4930004365

distance 0.141

#4 · Sanglicell 4930005308

distance 0.145

#5 · Sanglicell 4930005430

distance 0.145

#6 · Sanglicell 4930004932

distance 0.147

#7 · Sanglicell 4930005530

distance 0.148

#8 · Sanglicell 4930005306

distance 0.149

#9 · Sanglicell 4930005632

distance 0.15

#10 · Sanglicell 4930005731

distance 0.153

#11 · Sanglicell 4930004804

distance 0.155

#12 · Sanglicell 4930005063

distance 0.156

#13 · Sanglicell 4930005186

distance 0.157

#14 · Sanglicell 4930005634

distance 0.161

#15 · Sataracell 4940001252

distance 0.162 · cross-district

#16 · Sanglicell 4930005424

distance 0.164

#17 · Sataracell 4940001192

distance 0.168 · cross-district

#18 · Sanglicell 4930005648

distance 0.17

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":4930004939}}}'

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.