Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006014

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006231

distance 0.124

#2 · Sanglicell 4930004421

distance 0.125

#3 · Solapurcell 4960000642

distance 0.138 · cross-district

#4 · Sanglicell 4930004985

distance 0.146

#5 · Beedcell 4700004512

distance 0.16 · cross-district

#6 · Ahmednagarcell 4660011065

distance 0.164 · cross-district

#7 · Beedcell 4700003989

distance 0.165 · cross-district

#8 · Sanglicell 4930005855

distance 0.167

#9 · Ahmednagarcell 4660005216

distance 0.167 · cross-district

#10 · Beedcell 4700000662

distance 0.169 · cross-district

#11 · Ahmednagarcell 4660010412

distance 0.17 · cross-district

#12 · Solapurcell 4960000968

distance 0.17 · cross-district

#13 · Sanglicell 4930006503

distance 0.17

#14 · Sanglicell 4930004261

distance 0.17

#15 · Sanglicell 4930004538

distance 0.171

#16 · Nashikcell 4870006966

distance 0.171 · cross-district

#17 · Sanglicell 4930004718

distance 0.172

#18 · Solapurcell 4960003266

distance 0.173 · 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":4930006014}}}'

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.