Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006396

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003435

distance 0.195 · cross-district

#2 · Sanglicell 4930001075

distance 0.209 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006030

distance 0.209 · cross-district

#4 · Solapurcell 4960012503

distance 0.211 · cross-district

#5 · Beedcell 4700000859

distance 0.213 · cross-district

#6 · Solapurcell 4960012643

distance 0.214 · cross-district

#7 · Ahmednagarcell 4660000942

distance 0.216 · cross-district

#8 · Beedcell 4700002020

distance 0.216 · cross-district

#9 · Ahmednagarcell 4660011259

distance 0.216 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002467

distance 0.218 · cross-district

#11 · Beedcell 4700001114

distance 0.219 · cross-district

#12 · Beedcell 4700008701

distance 0.22 · cross-district

#13 · Solapurcell 4960006406

distance 0.221 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005947

distance 0.224 · cross-district

#15 · Ahmednagarcell 4660010596

distance 0.224 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003278

distance 0.227 · cross-district

#17 · Sanglicell 4930003039

distance 0.228 · cross-district

#18 · Ahmednagarcell 4660010451

distance 0.228 · 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":4880006396}}}'

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.