Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004510

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006668

distance 0.178 · cross-district

#2 · Beedcell 4700001956

distance 0.211 · cross-district

#3 · Sanglicell 4930004174

distance 0.213 · cross-district

#4 · Solapurcell 4960000432

distance 0.216 · cross-district

#5 · Beedcell 4700008065

distance 0.218 · cross-district

#6 · Beedcell 4700003953

distance 0.218 · cross-district

#7 · Beedcell 4700008324

distance 0.219 · cross-district

#8 · Laturcell 4810000709

distance 0.221 · cross-district

#9 · Parbhanicell 4890000651

distance 0.221 · cross-district

#10 · Dharashivcell 4880002791

distance 0.224

#11 · Solapurcell 4960000839

distance 0.228 · cross-district

#12 · Akolacell 4670000112

distance 0.23 · cross-district

#13 · Beedcell 4700008646

distance 0.23 · cross-district

#14 · Solapurcell 4960004573

distance 0.231 · cross-district

#15 · Laturcell 4810000888

distance 0.231 · cross-district

#16 · Laturcell 4810001052

distance 0.234 · cross-district

#17 · Dharashivcell 4880003294

distance 0.239

#18 · Laturcell 4810001895

distance 0.239 · 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":4880004510}}}'

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.