Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004208

The MH-36 locality cells most similar to this Dharashiv 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005211

distance 0.163

#2 · Dharashivcell 4880004363

distance 0.166

#3 · Beedcell 4700001143

distance 0.171 · cross-district

#4 · Washimcell 4990003543

distance 0.188 · cross-district

#5 · Sanglicell 4930001310

distance 0.198 · cross-district

#6 · Beedcell 4700002541

distance 0.202 · cross-district

#7 · Sanglicell 4930000646

distance 0.202 · cross-district

#8 · Sanglicell 4930000208

distance 0.204 · cross-district

#9 · Sanglicell 4930000138

distance 0.211 · cross-district

#10 · Sanglicell 4930000767

distance 0.212 · cross-district

#11 · Sanglicell 4930001615

distance 0.212 · cross-district

#12 · Dharashivcell 4880001285

distance 0.217

#13 · Ahmednagarcell 4660010102

distance 0.217 · cross-district

#14 · Sanglicell 4930001753

distance 0.219 · cross-district

#15 · Sanglicell 4930000110

distance 0.22 · cross-district

#16 · Ahmednagarcell 4660010088

distance 0.22 · cross-district

#17 · Beedcell 4700001050

distance 0.221 · cross-district

#18 · Laturcell 4810000958

distance 0.221 · 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":488,"cluster_id":4880004208}}}'

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.