Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002967

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003484

distance 0.043

#2 · Parbhanicell 4890003212

distance 0.047

#3 · Parbhanicell 4890002882

distance 0.047

#4 · Parbhanicell 4890002963

distance 0.05

#5 · Beedcell 4700008114

distance 0.054 · cross-district

#6 · Beedcell 4700007648

distance 0.055 · cross-district

#7 · Parbhanicell 4890002962

distance 0.056

#8 · Parbhanicell 4890003039

distance 0.056

#9 · Parbhanicell 4890003128

distance 0.057

#10 · Parbhanicell 4890003050

distance 0.057

#11 · Beedcell 4700007649

distance 0.06 · cross-district

#12 · Parbhanicell 4890003131

distance 0.061

#13 · Beedcell 4700008471

distance 0.066 · cross-district

#14 · Parbhanicell 4890002883

distance 0.067

#15 · Beedcell 4700007277

distance 0.067 · cross-district

#16 · Parbhanicell 4890002886

distance 0.069

#17 · Beedcell 4700007460

distance 0.069 · cross-district

#18 · Parbhanicell 4890003414

distance 0.073

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":4890002967}}}'

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.