Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002296

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012293

distance 0.254 · cross-district

#2 · Buldhanacell 4720001661

distance 0.263 · cross-district

#3 · Beedcell 4700007399

distance 0.272 · cross-district

#4 · Solapurcell 4960003153

distance 0.28 · cross-district

#5 · Solapurcell 4960003293

distance 0.281 · cross-district

#6 · Beedcell 4700007857

distance 0.284 · cross-district

#7 · Beedcell 4700007208

distance 0.289 · cross-district

#8 · Dharashivcell 4880002109

distance 0.299 · cross-district

#9 · Beedcell 4700007298

distance 0.3 · cross-district

#10 · Dharashivcell 4880002832

distance 0.3 · cross-district

#11 · Ahmednagarcell 4660009973

distance 0.301 · cross-district

#12 · Beedcell 4700004819

distance 0.303 · cross-district

#13 · Parbhanicell 4890001318

distance 0.309 · cross-district

#14 · Solapurcell 4960003156

distance 0.313 · cross-district

#15 · Beedcell 4700002840

distance 0.314 · cross-district

#16 · Sanglicell 4930002295

distance 0.316

#17 · Solapurcell 4960002878

distance 0.32 · cross-district

#18 · Nandedcell 4850004730

distance 0.322 · 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":4930002296}}}'

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.