Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002936

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.335

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002082

distance 0.335

#2 · Dhulecell 4740003077

distance 0.354 · cross-district

#3 · Parbhanicell 4890003064

distance 0.357 · cross-district

#4 · Buldhanacell 4720000598

distance 0.357 · cross-district

#5 · Dharashivcell 4880001054

distance 0.368 · cross-district

#6 · Ahmednagarcell 4660000752

distance 0.369 · cross-district

#7 · Dharashivcell 4880003276

distance 0.374 · cross-district

#8 · Dharashivcell 4880002403

distance 0.374 · cross-district

#9 · Dharashivcell 4880001147

distance 0.376 · cross-district

#10 · Jalnacell 4790003824

distance 0.378 · cross-district

#11 · Sanglicell 4930000130

distance 0.378

#12 · Beedcell 4700007816

distance 0.38 · cross-district

#13 · Beedcell 4700008335

distance 0.382 · cross-district

#14 · Ahmednagarcell 4660005098

distance 0.386 · cross-district

#15 · Dhulecell 4740001678

distance 0.387 · cross-district

#16 · Buldhanacell 4720002725

distance 0.387 · cross-district

#17 · Dharashivcell 4880005503

distance 0.387 · cross-district

#18 · Dharashivcell 4880002951

distance 0.39 · 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":4930002936}}}'

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.