Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004559

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004567

distance 0.29

#2 · Washimcell 4990003556

distance 0.301 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001937

distance 0.357 · cross-district

#4 · Ahmednagarcell 4660001339

distance 0.367 · cross-district

#5 · Beedcell 4700004614

distance 0.368 · cross-district

#6 · Hingolicell 4770001227

distance 0.375 · cross-district

#7 · Solapurcell 4960012583

distance 0.377 · cross-district

#8 · Nashikcell 4870010200

distance 0.378 · cross-district

#9 · Ahmednagarcell 4660000430

distance 0.386 · cross-district

#10 · Punecell 4900007261

distance 0.387 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000048

distance 0.391 · cross-district

#12 · Punecell 4900005930

distance 0.393 · cross-district

#13 · Ahmednagarcell 4660008381

distance 0.395 · cross-district

#14 · Beedcell 4700006094

distance 0.399 · cross-district

#15 · Ahmednagarcell 4660012818

distance 0.408 · cross-district

#16 · Beedcell 4700001604

distance 0.409 · cross-district

#17 · Parbhanicell 4890001788

distance 0.418 · cross-district

#18 · Beedcell 4700003129

distance 0.419 · 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":4930004559}}}'

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.