Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001606

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

0.109

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001527

distance 0.109

#2 · Beedcell 4700006711

distance 0.209 · cross-district

#3 · Parbhanicell 4890001586

distance 0.217

#4 · Beedcell 4700007383

distance 0.218 · cross-district

#5 · Parbhanicell 4890001592

distance 0.222

#6 · Beedcell 4700008473

distance 0.225 · cross-district

#7 · Beedcell 4700006845

distance 0.231 · cross-district

#8 · Solapurcell 4960012381

distance 0.234 · cross-district

#9 · Solapurcell 4960000690

distance 0.234 · cross-district

#10 · Beedcell 4700007295

distance 0.24 · cross-district

#11 · Parbhanicell 4890001441

distance 0.24

#12 · Sanglicell 4930002297

distance 0.24 · cross-district

#13 · Beedcell 4700008410

distance 0.247 · cross-district

#14 · Beedcell 4700007382

distance 0.248 · cross-district

#15 · Parbhanicell 4890000353

distance 0.249

#16 · Beedcell 4700007664

distance 0.249 · cross-district

#17 · Nagpurcell 4840006648

distance 0.251 · cross-district

#18 · Ahmednagarcell 4660009621

distance 0.251 · 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":4890001606}}}'

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.