Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005575

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003800

distance 0.197 · cross-district

#2 · Akolacell 4670000494

distance 0.238 · cross-district

#3 · Washimcell 4990000667

distance 0.244 · cross-district

#4 · Dharashivcell 4880002581

distance 0.244

#5 · Laturcell 4810002145

distance 0.246 · cross-district

#6 · Buldhanacell 4720001934

distance 0.246 · cross-district

#7 · Beedcell 4700004619

distance 0.251 · cross-district

#8 · Dharashivcell 4880004547

distance 0.251

#9 · Beedcell 4700000499

distance 0.255 · cross-district

#10 · Ahmednagarcell 4660003917

distance 0.257 · cross-district

#11 · Laturcell 4810003056

distance 0.257 · cross-district

#12 · Buldhanacell 4720001995

distance 0.26 · cross-district

#13 · Beedcell 4700001154

distance 0.26 · cross-district

#14 · Beedcell 4700000000

distance 0.26 · cross-district

#15 · Ahmednagarcell 4660001433

distance 0.261 · cross-district

#16 · Washimcell 4990002161

distance 0.261 · cross-district

#17 · Nandedcell 4850002285

distance 0.261 · cross-district

#18 · Dharashivcell 4880005759

distance 0.262

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":4880005575}}}'

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.