Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004580

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004656

distance 0.159

#2 · Dharashivcell 4880004956

distance 0.171

#3 · Beedcell 4700002507

distance 0.172 · cross-district

#4 · Dharashivcell 4880004234

distance 0.184

#5 · Dharashivcell 4880006310

distance 0.191

#6 · Ahmednagarcell 4660000955

distance 0.199 · cross-district

#7 · Dharashivcell 4880005618

distance 0.206

#8 · Beedcell 4700003013

distance 0.213 · cross-district

#9 · Ahmednagarcell 4660002111

distance 0.223 · cross-district

#10 · Dharashivcell 4880006170

distance 0.225

#11 · Ahmednagarcell 4660007805

distance 0.227 · cross-district

#12 · Beedcell 4700000975

distance 0.229 · cross-district

#13 · Dharashivcell 4880004327

distance 0.241

#14 · Beedcell 4700007477

distance 0.244 · cross-district

#15 · Beedcell 4700003193

distance 0.245 · cross-district

#16 · Ahmednagarcell 4660007715

distance 0.245 · cross-district

#17 · Dharashivcell 4880004674

distance 0.245

#18 · Solapurcell 4960000299

distance 0.254 · 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":4880004580}}}'

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.