Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006431

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006326

distance 0.09

#2 · Beedcell 4700002513

distance 0.146 · cross-district

#3 · Beedcell 4700002853

distance 0.161 · cross-district

#4 · Beedcell 4700006809

distance 0.17 · cross-district

#5 · Buldhanacell 4720002100

distance 0.172 · cross-district

#6 · Beedcell 4700001152

distance 0.181 · cross-district

#7 · Beedcell 4700000744

distance 0.182 · cross-district

#8 · Solapurcell 4960004940

distance 0.182 · cross-district

#9 · Beedcell 4700000632

distance 0.186 · cross-district

#10 · Dharashivcell 4880001056

distance 0.188

#11 · Beedcell 4700004732

distance 0.188 · cross-district

#12 · Beedcell 4700003877

distance 0.188 · cross-district

#13 · Dharashivcell 4880002723

distance 0.189

#14 · Sanglicell 4930001933

distance 0.189 · cross-district

#15 · Beedcell 4700002683

distance 0.189 · cross-district

#16 · Washimcell 4990000742

distance 0.189 · cross-district

#17 · Buldhanacell 4720002887

distance 0.191 · cross-district

#18 · Washimcell 4990002018

distance 0.192 · 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":4880006431}}}'

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.