Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001902

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001329

distance 0.15

#2 · Sanglicell 4930004278

distance 0.221

#3 · Dharashivcell 4880006334

distance 0.235 · cross-district

#4 · Dharashivcell 4880001233

distance 0.285 · cross-district

#5 · Beedcell 4700003998

distance 0.29 · cross-district

#6 · Sanglicell 4930001478

distance 0.292

#7 · Sanglicell 4930002554

distance 0.293

#8 · Solapurcell 4960000328

distance 0.299 · cross-district

#9 · Sanglicell 4930003084

distance 0.301

#10 · Beedcell 4700007818

distance 0.302 · cross-district

#11 · Solapurcell 4960006541

distance 0.303 · cross-district

#12 · Ahmednagarcell 4660005015

distance 0.304 · cross-district

#13 · Solapurcell 4960005345

distance 0.304 · cross-district

#14 · Sanglicell 4930002591

distance 0.308

#15 · Sanglicell 4930000960

distance 0.31

#16 · Ahmednagarcell 4660003930

distance 0.31 · cross-district

#17 · Solapurcell 4960000904

distance 0.312 · cross-district

#18 · Ahmednagarcell 4660009940

distance 0.313 · 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":4930001902}}}'

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.