Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000953

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001256

distance 0.179

#2 · Dharashivcell 4880004989

distance 0.226 · cross-district

#3 · Ahmednagarcell 4660006656

distance 0.226 · cross-district

#4 · Dharashivcell 4880003975

distance 0.226 · cross-district

#5 · Solapurcell 4960000617

distance 0.231 · cross-district

#6 · Sanglicell 4930001629

distance 0.232 · cross-district

#7 · Dharashivcell 4880004418

distance 0.232 · cross-district

#8 · Sanglicell 4930002282

distance 0.234 · cross-district

#9 · Ahmednagarcell 4660006930

distance 0.235 · cross-district

#10 · Laturcell 4810005854

distance 0.235 · cross-district

#11 · Sanglicell 4930002299

distance 0.239 · cross-district

#12 · Beedcell 4700007661

distance 0.241 · cross-district

#13 · Solapurcell 4960002330

distance 0.241 · cross-district

#14 · Beedcell 4700008856

distance 0.241 · cross-district

#15 · Beedcell 4700007588

distance 0.241 · cross-district

#16 · Ahmednagarcell 4660006411

distance 0.241 · cross-district

#17 · Sanglicell 4930004899

distance 0.243 · cross-district

#18 · Sanglicell 4930005612

distance 0.244 · 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":4890000953}}}'

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.