Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005913

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001195

distance 0.167 · cross-district

#2 · Ahmednagarcell 4660005496

distance 0.171 · cross-district

#3 · Ahmednagarcell 4660006000

distance 0.176 · cross-district

#4 · Beedcell 4700002981

distance 0.178 · cross-district

#5 · Sanglicell 4930001309

distance 0.179 · cross-district

#6 · Dharashivcell 4880006192

distance 0.181

#7 · Sanglicell 4930001221

distance 0.182 · cross-district

#8 · Dharashivcell 4880006193

distance 0.184

#9 · Beedcell 4700008815

distance 0.186 · cross-district

#10 · Sanglicell 4930000571

distance 0.186 · cross-district

#11 · Sanglicell 4930001475

distance 0.186 · cross-district

#12 · Beedcell 4700007588

distance 0.188 · cross-district

#13 · Ahmednagarcell 4660005952

distance 0.191 · cross-district

#14 · Beedcell 4700001139

distance 0.192 · cross-district

#15 · Dharashivcell 4880004989

distance 0.193

#16 · Ahmednagarcell 4660006411

distance 0.194 · cross-district

#17 · Sanglicell 4930001315

distance 0.195 · cross-district

#18 · Beedcell 4700007661

distance 0.195 · 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":4880005913}}}'

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.