Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000895

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

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000896

distance 0.055

#2 · Solapurcell 4960002740

distance 0.178 · cross-district

#3 · Parbhanicell 4890000575

distance 0.178

#4 · Nandedcell 4850001764

distance 0.194 · cross-district

#5 · Sanglicell 4930005287

distance 0.196 · cross-district

#6 · Solapurcell 4960003160

distance 0.199 · cross-district

#7 · Nandedcell 4850001763

distance 0.209 · cross-district

#8 · Sanglicell 4930004906

distance 0.217 · cross-district

#9 · Parbhanicell 4890000954

distance 0.222

#10 · Beedcell 4700008309

distance 0.227 · cross-district

#11 · Solapurcell 4960000621

distance 0.232 · cross-district

#12 · Ahmednagarcell 4660006931

distance 0.235 · cross-district

#13 · Beedcell 4700004979

distance 0.243 · cross-district

#14 · Solapurcell 4960000310

distance 0.246 · cross-district

#15 · Dharashivcell 4880006234

distance 0.252 · cross-district

#16 · Nandedcell 4850002957

distance 0.254 · cross-district

#17 · Nandedcell 4850001389

distance 0.255 · cross-district

#18 · Sanglicell 4930002459

distance 0.257 · 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":4890000895}}}'

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.