Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004174

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000432

distance 0.088 · cross-district

#2 · Solapurcell 4960000839

distance 0.205 · cross-district

#3 · Dharashivcell 4880004510

distance 0.213 · cross-district

#4 · Sanglicell 4930005788

distance 0.213

#5 · Beedcell 4700001956

distance 0.216 · cross-district

#6 · Solapurcell 4960001944

distance 0.225 · cross-district

#7 · Beedcell 4700008065

distance 0.226 · cross-district

#8 · Parbhanicell 4890000651

distance 0.231 · cross-district

#9 · Sanglicell 4930001624

distance 0.236

#10 · Solapurcell 4960000752

distance 0.236 · cross-district

#11 · Solapurcell 4960005637

distance 0.244 · cross-district

#12 · Dharashivcell 4880001337

distance 0.245 · cross-district

#13 · Beedcell 4700001357

distance 0.246 · cross-district

#14 · Dharashivcell 4880002791

distance 0.255 · cross-district

#15 · Nandedcell 4850003957

distance 0.255 · cross-district

#16 · Laturcell 4810001290

distance 0.262 · cross-district

#17 · Solapurcell 4960003720

distance 0.262 · cross-district

#18 · Laturcell 4810005963

distance 0.263 · 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":4930004174}}}'

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.