Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003124

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007468

distance 0.072 · cross-district

#2 · Parbhanicell 4890002709

distance 0.081

#3 · Beedcell 4700007922

distance 0.084 · cross-district

#4 · Parbhanicell 4890002802

distance 0.093

#5 · Beedcell 4700007464

distance 0.097 · cross-district

#6 · Parbhanicell 4890003123

distance 0.098

#7 · Beedcell 4700008017

distance 0.101 · cross-district

#8 · Parbhanicell 4890001835

distance 0.104

#9 · Parbhanicell 4890003040

distance 0.107

#10 · Beedcell 4700007923

distance 0.109 · cross-district

#11 · Parbhanicell 4890001837

distance 0.11

#12 · Parbhanicell 4890003135

distance 0.113

#13 · Parbhanicell 4890002804

distance 0.117

#14 · Parbhanicell 4890002180

distance 0.122

#15 · Beedcell 4700007837

distance 0.124 · cross-district

#16 · Beedcell 4700007931

distance 0.124 · cross-district

#17 · Parbhanicell 4890001748

distance 0.125

#18 · Beedcell 4700007549

distance 0.125 · 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":4890003124}}}'

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.