Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003278

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001332

distance 0.125

#2 · Solapurcell 4960012438

distance 0.172 · cross-district

#3 · Solapurcell 4960012472

distance 0.177 · cross-district

#4 · Sanglicell 4930000674

distance 0.181

#5 · Sanglicell 4930002259

distance 0.19

#6 · Sanglicell 4930000878

distance 0.19

#7 · Solapurcell 4960012404

distance 0.191 · cross-district

#8 · Sanglicell 4930002269

distance 0.194

#9 · Solapurcell 4960007114

distance 0.197 · cross-district

#10 · Solapurcell 4960007103

distance 0.2 · cross-district

#11 · Solapurcell 4960005441

distance 0.201 · cross-district

#12 · Sanglicell 4930002929

distance 0.203

#13 · Sanglicell 4930003799

distance 0.204

#14 · Solapurcell 4960000831

distance 0.206 · cross-district

#15 · Solapurcell 4960006570

distance 0.208 · cross-district

#16 · Solapurcell 4960006920

distance 0.208 · cross-district

#17 · Beedcell 4700007075

distance 0.209 · cross-district

#18 · Sanglicell 4930005282

distance 0.212

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":4930003278}}}'

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.