Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004244

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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004080

distance 0.18

#2 · Sanglicell 4930004090

distance 0.184

#3 · Sanglicell 4930004387

distance 0.188

#4 · Dharashivcell 4880001127

distance 0.193 · cross-district

#5 · Kolhapurcell 4800003820

distance 0.206 · cross-district

#6 · Solapurcell 4960011274

distance 0.211 · cross-district

#7 · Sanglicell 4930006247

distance 0.211

#8 · Beedcell 4700001592

distance 0.212 · cross-district

#9 · Ahmednagarcell 4660001545

distance 0.213 · cross-district

#10 · Dharashivcell 4880004191

distance 0.221 · cross-district

#11 · Beedcell 4700000223

distance 0.222 · cross-district

#12 · Punecell 4900001892

distance 0.223 · cross-district

#13 · Sanglicell 4930004426

distance 0.223

#14 · Solapurcell 4960010937

distance 0.226 · cross-district

#15 · Beedcell 4700001345

distance 0.227 · cross-district

#16 · Sanglicell 4930004719

distance 0.229

#17 · Laturcell 4810003461

distance 0.229 · cross-district

#18 · Beedcell 4700005582

distance 0.232 · 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":4930004244}}}'

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.