Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002431

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002782

distance 0.155

#2 · Sanglicell 4930002440

distance 0.161

#3 · Sanglicell 4930002275

distance 0.171

#4 · Sanglicell 4930002758

distance 0.176

#5 · Beedcell 4700002117

distance 0.179 · cross-district

#6 · Beedcell 4700006519

distance 0.179 · cross-district

#7 · Sanglicell 4930001468

distance 0.179

#8 · Sanglicell 4930002272

distance 0.181

#9 · Beedcell 4700006508

distance 0.182 · cross-district

#10 · Dharashivcell 4880002004

distance 0.182 · cross-district

#11 · Sanglicell 4930003784

distance 0.184

#12 · Sanglicell 4930002776

distance 0.185

#13 · Dharashivcell 4880002443

distance 0.19 · cross-district

#14 · Beedcell 4700006382

distance 0.19 · cross-district

#15 · Sanglicell 4930003954

distance 0.191

#16 · Sanglicell 4930003474

distance 0.191

#17 · Beedcell 4700004978

distance 0.191 · cross-district

#18 · Sanglicell 4930003786

distance 0.192

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":4930002431}}}'

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.