Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005859

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005127

distance 0.161

#2 · Sanglicell 4930005004

distance 0.161

#3 · Sanglicell 4930005774

distance 0.171

#4 · Sanglicell 4930005773

distance 0.182

#5 · Sanglicell 4930004581

distance 0.185

#6 · Chhatrapati Sambhajinagarcell 4690000615

distance 0.186 · cross-district

#7 · Sanglicell 4930005686

distance 0.187

#8 · Sanglicell 4930005594

distance 0.187

#9 · Solapurcell 4960009903

distance 0.188 · cross-district

#10 · Solapurcell 4960008844

distance 0.19 · cross-district

#11 · Sanglicell 4930005128

distance 0.191

#12 · Sanglicell 4930005000

distance 0.191

#13 · Jalgaoncell 4780001957

distance 0.193 · cross-district

#14 · Sanglicell 4930004719

distance 0.201

#15 · Solapurcell 4960000902

distance 0.202 · cross-district

#16 · Solapurcell 4960009904

distance 0.202 · cross-district

#17 · Beedcell 4700006104

distance 0.203 · cross-district

#18 · Sanglicell 4930004590

distance 0.203

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":4930005859}}}'

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.