Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001722

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

0.045

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007836

distance 0.045 · cross-district

#2 · Beedcell 4700008117

distance 0.045 · cross-district

#3 · Beedcell 4700008014

distance 0.064 · cross-district

#4 · Beedcell 4700007460

distance 0.065 · cross-district

#5 · Beedcell 4700007277

distance 0.067 · cross-district

#6 · Parbhanicell 4890003548

distance 0.07

#7 · Beedcell 4700007275

distance 0.072 · cross-district

#8 · Parbhanicell 4890003550

distance 0.073

#9 · Parbhanicell 4890003484

distance 0.074

#10 · Beedcell 4700007928

distance 0.076 · cross-district

#11 · Beedcell 4700007741

distance 0.076 · cross-district

#12 · Beedcell 4700008108

distance 0.076 · cross-district

#13 · Beedcell 4700007369

distance 0.079 · cross-district

#14 · Beedcell 4700008118

distance 0.08 · cross-district

#15 · Parbhanicell 4890003477

distance 0.08

#16 · Beedcell 4700008301

distance 0.081 · cross-district

#17 · Parbhanicell 4890002883

distance 0.082

#18 · Parbhanicell 4890003485

distance 0.083

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":4890001722}}}'

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.