Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006370

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000703

distance 0.148 · cross-district

#2 · Solapurcell 4960000509

distance 0.153 · cross-district

#3 · Solapurcell 4960000781

distance 0.161 · cross-district

#4 · Sanglicell 4930005579

distance 0.165

#5 · Dharashivcell 4880005094

distance 0.171 · cross-district

#6 · Dharashivcell 4880005681

distance 0.176 · cross-district

#7 · Nashikcell 4870006022

distance 0.179 · cross-district

#8 · Dharashivcell 4880006254

distance 0.181 · cross-district

#9 · Sanglicell 4930006297

distance 0.187

#10 · Beedcell 4700001427

distance 0.188 · cross-district

#11 · Sanglicell 4930002923

distance 0.19

#12 · Washimcell 4990000105

distance 0.195 · cross-district

#13 · Solapurcell 4960000874

distance 0.196 · cross-district

#14 · Beedcell 4700001885

distance 0.197 · cross-district

#15 · Sanglicell 4930004712

distance 0.198

#16 · Chhatrapati Sambhajinagarcell 4690001954

distance 0.199 · cross-district

#17 · Buldhanacell 4720001084

distance 0.2 · cross-district

#18 · Nashikcell 4870006517

distance 0.201 · 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":4930006370}}}'

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.