Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003284

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003283

distance 0.124

#2 · Beedcell 4700007281

distance 0.127 · cross-district

#3 · Parbhanicell 4890003124

distance 0.136

#4 · Beedcell 4700007464

distance 0.142 · cross-district

#5 · Parbhanicell 4890003359

distance 0.143

#6 · Parbhanicell 4890001725

distance 0.146

#7 · Beedcell 4700007837

distance 0.147 · cross-district

#8 · Parbhanicell 4890003040

distance 0.15

#9 · Parbhanicell 4890001853

distance 0.15

#10 · Parbhanicell 4890001920

distance 0.156

#11 · Parbhanicell 4890001667

distance 0.157

#12 · Parbhanicell 4890002837

distance 0.157

#13 · Parbhanicell 4890002077

distance 0.158

#14 · Parbhanicell 4890001835

distance 0.159

#15 · Parbhanicell 4890002315

distance 0.161

#16 · Parbhanicell 4890002709

distance 0.162

#17 · Jalnacell 4790001881

distance 0.162 · cross-district

#18 · Beedcell 4700008461

distance 0.162 · 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":4890003284}}}'

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.