Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002097

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001342

distance 0.131

#2 · Beedcell 4700006895

distance 0.134 · cross-district

#3 · Sanglicell 4930000871

distance 0.135

#4 · Sanglicell 4930001621

distance 0.147

#5 · Dharashivcell 4880005512

distance 0.149 · cross-district

#6 · Beedcell 4700005067

distance 0.149 · cross-district

#7 · Laturcell 4810001039

distance 0.149 · cross-district

#8 · Sanglicell 4930001755

distance 0.15

#9 · Sanglicell 4930000985

distance 0.152

#10 · Dharashivcell 4880004650

distance 0.153 · cross-district

#11 · Dharashivcell 4880005325

distance 0.153 · cross-district

#12 · Dharashivcell 4880002859

distance 0.154 · cross-district

#13 · Dharashivcell 4880002465

distance 0.156 · cross-district

#14 · Beedcell 4700007786

distance 0.157 · cross-district

#15 · Sanglicell 4930002437

distance 0.158

#16 · Sanglicell 4930003453

distance 0.159

#17 · Beedcell 4700001002

distance 0.16 · cross-district

#18 · Solapurcell 4960012268

distance 0.161 · 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":4930002097}}}'

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.