Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004256

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004817

distance 0.157

#2 · Solapurcell 4960011997

distance 0.222 · cross-district

#3 · Sanglicell 4930000832

distance 0.23

#4 · Beedcell 4700004508

distance 0.238 · cross-district

#5 · Sanglicell 4930004069

distance 0.243

#6 · Beedcell 4700004083

distance 0.248 · cross-district

#7 · Ahmednagarcell 4660000642

distance 0.248 · cross-district

#8 · Ahmednagarcell 4660002638

distance 0.25 · cross-district

#9 · Punecell 4900004733

distance 0.251 · cross-district

#10 · Sanglicell 4930001056

distance 0.252

#11 · Solapurcell 4960000010

distance 0.252 · cross-district

#12 · Ahmednagarcell 4660004163

distance 0.254 · cross-district

#13 · Solapurcell 4960008621

distance 0.255 · cross-district

#14 · Sanglicell 4930004100

distance 0.26

#15 · Sanglicell 4930004363

distance 0.261

#16 · Sanglicell 4930001183

distance 0.264

#17 · Sanglicell 4930002044

distance 0.264

#18 · Sanglicell 4930004247

distance 0.266

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":4930004256}}}'

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.