Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006428

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003109

distance 0.246 · cross-district

#2 · Sanglicell 4930001060

distance 0.298

#3 · Sanglicell 4930004682

distance 0.326

#4 · Beedcell 4700006077

distance 0.329 · cross-district

#5 · Solapurcell 4960000062

distance 0.334 · cross-district

#6 · Ahmednagarcell 4660001965

distance 0.337 · cross-district

#7 · Sataracell 4940002448

distance 0.339 · cross-district

#8 · Sataracell 4940001813

distance 0.339 · cross-district

#9 · Beedcell 4700003755

distance 0.341 · cross-district

#10 · Sanglicell 4930004841

distance 0.341

#11 · Sataracell 4940002789

distance 0.344 · cross-district

#12 · Solapurcell 4960000085

distance 0.344 · cross-district

#13 · Sanglicell 4930005351

distance 0.348

#14 · Sataracell 4940001814

distance 0.349 · cross-district

#15 · Beedcell 4700006619

distance 0.35 · cross-district

#16 · Sataracell 4940003463

distance 0.353 · cross-district

#17 · Sanglicell 4930005092

distance 0.353

#18 · Sanglicell 4930000956

distance 0.354

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":4930006428}}}'

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.