Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001528

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000497

distance 0.223

#2 · Parbhanicell 4890001611

distance 0.224

#3 · Parbhanicell 4890001003

distance 0.227

#4 · Ahmednagarcell 4660009955

distance 0.23 · cross-district

#5 · Beedcell 4700007199

distance 0.23 · cross-district

#6 · Parbhanicell 4890001309

distance 0.235

#7 · Solapurcell 4960010506

distance 0.242 · cross-district

#8 · Ahmednagarcell 4660009972

distance 0.244 · cross-district

#9 · Ahmednagarcell 4660010140

distance 0.246 · cross-district

#10 · Nagpurcell 4840007652

distance 0.251 · cross-district

#11 · Ahmednagarcell 4660009271

distance 0.252 · cross-district

#12 · Ahmednagarcell 4660009621

distance 0.256 · cross-district

#13 · Parbhanicell 4890001604

distance 0.26

#14 · Laturcell 4810005853

distance 0.263 · cross-district

#15 · Parbhanicell 4890001608

distance 0.266

#16 · Beedcell 4700006307

distance 0.268 · cross-district

#17 · Beedcell 4700008127

distance 0.269 · cross-district

#18 · Ahmednagarcell 4660006435

distance 0.269 · 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":4890001528}}}'

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.