Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004437

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011952

distance 0.189 · cross-district

#2 · Dharashivcell 4880002052

distance 0.194

#3 · Laturcell 4810001372

distance 0.196 · cross-district

#4 · Washimcell 4990000559

distance 0.207 · cross-district

#5 · Buldhanacell 4720002720

distance 0.207 · cross-district

#6 · Parbhanicell 4890003166

distance 0.209 · cross-district

#7 · Beedcell 4700001294

distance 0.209 · cross-district

#8 · Solapurcell 4960008428

distance 0.212 · cross-district

#9 · Beedcell 4700005577

distance 0.213 · cross-district

#10 · Dharashivcell 4880001887

distance 0.215

#11 · Beedcell 4700004998

distance 0.215 · cross-district

#12 · Buldhanacell 4720003923

distance 0.219 · cross-district

#13 · Dharashivcell 4880004211

distance 0.221

#14 · Beedcell 4700002403

distance 0.224 · cross-district

#15 · Parbhanicell 4890004173

distance 0.228 · cross-district

#16 · Solapurcell 4960010957

distance 0.233 · cross-district

#17 · Dharashivcell 4880004016

distance 0.234

#18 · Parbhanicell 4890000394

distance 0.234 · 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":4880004437}}}'

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.