Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000002

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000167

distance 0.16

#2 · Parbhanicell 4890000165

distance 0.205

#3 · Beedcell 4700004470

distance 0.215 · cross-district

#4 · Beedcell 4700001088

distance 0.218 · cross-district

#5 · Beedcell 4700000958

distance 0.219 · cross-district

#6 · Beedcell 4700002873

distance 0.219 · cross-district

#7 · Beedcell 4700001961

distance 0.223 · cross-district

#8 · Laturcell 4810006132

distance 0.223 · cross-district

#9 · Parbhanicell 4890000168

distance 0.229

#10 · Parbhanicell 4890000059

distance 0.232

#11 · Laturcell 4810005749

distance 0.235 · cross-district

#12 · Dharashivcell 4880004182

distance 0.237 · cross-district

#13 · Sanglicell 4930002773

distance 0.238 · cross-district

#14 · Parbhanicell 4890000013

distance 0.239

#15 · Beedcell 4700002915

distance 0.239 · cross-district

#16 · Parbhanicell 4890000217

distance 0.24

#17 · Dharashivcell 4880006193

distance 0.241 · cross-district

#18 · Dharashivcell 4880002825

distance 0.241 · 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":489,"cluster_id":4890000002}}}'

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.