Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001074

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006303

distance 0.192 · cross-district

#2 · Laturcell 4810002792

distance 0.196 · cross-district

#3 · Beedcell 4700008640

distance 0.206 · cross-district

#4 · Laturcell 4810001002

distance 0.208 · cross-district

#5 · Dharashivcell 4880002062

distance 0.209 · cross-district

#6 · Dharashivcell 4880001659

distance 0.209 · cross-district

#7 · Beedcell 4700009050

distance 0.209 · cross-district

#8 · Dharashivcell 4880000394

distance 0.214 · cross-district

#9 · Solapurcell 4960007503

distance 0.215 · cross-district

#10 · Dharashivcell 4880001588

distance 0.216 · cross-district

#11 · Dharashivcell 4880002548

distance 0.216 · cross-district

#12 · Solapurcell 4960007620

distance 0.217 · cross-district

#13 · Beedcell 4700005662

distance 0.218 · cross-district

#14 · Solapurcell 4960006838

distance 0.219 · cross-district

#15 · Dharashivcell 4880001199

distance 0.219 · cross-district

#16 · Solapurcell 4960007368

distance 0.221 · cross-district

#17 · Beedcell 4700006921

distance 0.221 · cross-district

#18 · Laturcell 4810001858

distance 0.221 · 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":4930001074}}}'

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.