Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005185

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004802

distance 0.149

#2 · Dharashivcell 4880006209

distance 0.155

#3 · Dharashivcell 4880006205

distance 0.159

#4 · Dharashivcell 4880004811

distance 0.161

#5 · Solapurcell 4960011255

distance 0.181 · cross-district

#6 · Solapurcell 4960011960

distance 0.185 · cross-district

#7 · Buldhanacell 4720002192

distance 0.187 · cross-district

#8 · Beedcell 4700000631

distance 0.19 · cross-district

#9 · Beedcell 4700000662

distance 0.191 · cross-district

#10 · Buldhanacell 4720002439

distance 0.192 · cross-district

#11 · Beedcell 4700007144

distance 0.192 · cross-district

#12 · Washimcell 4990000207

distance 0.193 · cross-district

#13 · Beedcell 4700007041

distance 0.193 · cross-district

#14 · Dharashivcell 4880005590

distance 0.197

#15 · Beedcell 4700002533

distance 0.197 · cross-district

#16 · Washimcell 4990000386

distance 0.198 · cross-district

#17 · Hingolicell 4770002016

distance 0.2 · cross-district

#18 · Solapurcell 4960012110

distance 0.2 · 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":4880005185}}}'

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.